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1# config/coverage/40-ai.yaml — 2026-09-13 — coverage universe of the artificial-intelligence sector: frontier labs and2# model providers, inference clouds, model hubs & tooling, AI services of the hyperscalers and enterprise software,3# AI hardware, research institutes / evaluators / policy bodies, and AI-native applications. Every domain resolved4# (`coverage-validate.ts --dns`); every hint below was fetched on 2026-09-13: `hf_author` exists on the Hugging Face5# API, `status_url` roots answer a JSON summary (Atlassian / Instatus / incident.io), `github_repos` publish releases6# and `urls` returned 200 with server-rendered content. Known-blocked hosts (from config/sources.d/40-ai-frontier.yaml)7# are recorded in `note:` fields — the organizations are listed anyway, the universe is the denominator.8sector: ai9label: Artificial intelligence10description: Frontier labs, model providers, inference clouds, model hubs & tooling, AI hardware, research and policy bodies, and AI-native applications whose changes move the AI ecosystem.11weight: 1.512categories: [ai, technology]13tier: B14universes:15  - key: frontier-labs16    label: Frontier labs, model providers & inference clouds17    description: Organizations that train or serve foundation models (text, image, video, audio, code) and the inference clouds that host them.18    provenance: "Curated from Epoch AI notable models (https://epoch.ai/data/notable_ai_models.csv), LMArena leaderboard authors, Artificial Analysis provider list and Hugging Face trending organizations (retrieved 2026-09-13)"19    members:20      - { name: OpenAI, domain: openai.com, country: US, importance: 3, aliases: [chatgpt, gpt-5, codex, sora], hints: { github_org: openai, github_repos: [openai/openai-python, openai/codex, openai/openai-node], hf_author: openai, status_url: "https://status.openai.com", hosts: [platform.openai.com, developers.openai.com, status.openai.com], urls: [{ url: "https://developers.openai.com/api/docs/changelog", kind: changelog }] }, note: "help.openai.com and openai.com/research answer 403 to non-browser clients; platform.openai.com is client-rendered" }21      - { name: Anthropic, domain: anthropic.com, country: US, importance: 3, aliases: [claude, claude code], hints: { github_org: anthropics, github_repos: [anthropics/anthropic-sdk-python, anthropics/claude-code, anthropics/anthropic-sdk-typescript], status_url: "https://status.anthropic.com", hosts: [platform.claude.com, claude.com, alignment.anthropic.com, transformer-circuits.pub], urls: [{ url: "https://platform.claude.com/docs/en/models/overview", kind: models }, { url: "https://platform.claude.com/docs/en/about-claude/model-deprecations", kind: models }, { url: "https://platform.claude.com/docs/en/release-notes/overview", kind: changelog }, { url: "https://www.anthropic.com/research", kind: blog }, { url: "https://claude.com/pricing", kind: pricing }, { url: "https://platform.claude.com/llms.txt", kind: docs }] } }22      - { name: Google DeepMind, domain: deepmind.google, country: GB, importance: 3, aliases: [deepmind, gemini, gemma, alphafold], hints: { github_org: google-deepmind, github_repos: [google-deepmind/gemma, google-gemini/cookbook], hf_author: google, hosts: [gemini.google, ai.google.dev], urls: [{ url: "https://deepmind.google/models/", kind: models }, { url: "https://deepmind.google/research/publications/", kind: blog }, { url: "https://gemini.google/release-notes/", kind: changelog }, { url: "https://ai.google.dev/gemini-api/docs/pricing", kind: pricing }, { url: "https://ai.google.dev/gemini-api/docs/models", kind: models }, { url: "https://ai.google.dev/gemini-api/docs/deprecations", kind: models }] } }23      - { name: Meta AI, domain: meta.com, country: US, importance: 3, aliases: [meta, fair, llama, meta superintelligence labs], hints: { github_org: meta-llama, github_repos: [meta-llama/llama-models, meta-llama/llama-stack, facebookresearch/segment-anything], hf_author: meta-llama, hosts: [ai.meta.com, llama.com] }, note: "ai.meta.com and llama.com answer 400 to non-browser clients" }24      - { name: xAI, domain: x.ai, country: US, importance: 3, aliases: [grok], hints: { github_org: xai-org, github_repos: [xai-org/xai-sdk-python], hf_author: xai-org, hosts: [docs.x.ai, status.x.ai], urls: [{ url: "https://docs.x.ai/developers/release-notes", kind: changelog }, { url: "https://docs.x.ai/llms.txt", kind: docs }] }, note: "x.ai and status.x.ai answer 403; docs.x.ai is server-rendered" }25      - { name: Mistral AI, domain: mistral.ai, country: FR, importance: 3, aliases: [mistral, le chat, codestral, magistral], hints: { github_org: mistralai, github_repos: [mistralai/client-python, mistralai/mistral-inference], hf_author: mistralai, hosts: [docs.mistral.ai, console.mistral.ai], urls: [{ url: "https://mistral.ai/pricing/", kind: pricing }, { url: "https://docs.mistral.ai/models", kind: models }, { url: "https://docs.mistral.ai/llms.txt", kind: docs }] }, note: "status.mistral.ai sits behind a Cloudflare challenge" }26      - { name: Cohere, domain: cohere.com, country: CA, importance: 3, aliases: [command a, aya, cohere labs], hints: { github_org: cohere-ai, github_repos: [cohere-ai/cohere-python, cohere-ai/cohere-typescript], hf_author: CohereLabs, status_url: "https://status.cohere.com", hosts: [docs.cohere.com], urls: [{ url: "https://docs.cohere.com/docs/models", kind: models }, { url: "https://cohere.com/blog", kind: blog }, { url: "https://docs.cohere.com/llms.txt", kind: docs }] } }27      - { name: AI21 Labs, domain: ai21.com, country: IL, importance: 2, aliases: [ai21, jamba], hints: { github_org: AI21Labs, github_repos: [AI21Labs/ai21-python], hf_author: ai21labs, status_url: "https://status.ai21.com", hosts: [docs.ai21.com], urls: [{ url: "https://docs.ai21.com/changelog", kind: changelog }, { url: "https://www.ai21.com/blog/", kind: blog }] } }28      - { name: Reka AI, domain: reka.ai, country: US, importance: 2, aliases: [reka], hints: { github_org: reka-ai, hf_author: RekaAI } }29      - { name: Adept AI, domain: adept.ai, country: US, importance: 1, aliases: [adept], note: "founders and most of the team joined Amazon in 2024; the company continues with a reduced scope" }30      - { name: Inflection AI, domain: inflection.ai, country: US, importance: 1, aliases: [inflection, pi], hints: { github_org: InflectionAI } }31      - { name: Perplexity, domain: perplexity.ai, country: US, importance: 3, aliases: [perplexity ai, sonar, comet browser], hints: { github_org: perplexityai, hf_author: perplexity-ai, status_url: "https://status.perplexity.com", hosts: [docs.perplexity.ai, status.perplexity.com], urls: [{ url: "https://docs.perplexity.ai/docs/getting-started/pricing", kind: pricing }, { url: "https://docs.perplexity.ai/llms.txt", kind: docs }] }, note: "perplexity.ai/hub sits behind a Cloudflare challenge" }32      - { name: DeepSeek, domain: deepseek.com, country: CN, importance: 3, aliases: [deepseek ai, deepseek-v3, deepseek-r1], hints: { github_org: deepseek-ai, github_repos: [deepseek-ai/DeepSeek-V3], hf_author: deepseek-ai, hosts: [api-docs.deepseek.com, platform.deepseek.com], urls: [{ url: "https://api-docs.deepseek.com/updates/", kind: changelog }, { url: "https://api-docs.deepseek.com/quick_start/pricing/", kind: pricing }] }, note: "status.deepseek.com is a custom Flashcat page without a public JSON summary" }33      - { name: Moonshot AI, domain: moonshot.cn, country: CN, importance: 3, aliases: [moonshot, kimi, kimi k2], hints: { github_org: MoonshotAI, github_repos: [MoonshotAI/Kimi-K2], hf_author: moonshotai, hosts: [platform.moonshot.ai, platform.kimi.ai, kimi.com], urls: [{ url: "https://platform.kimi.ai/docs/pricing/chat", kind: pricing }, { url: "https://platform.kimi.ai/docs/overview", kind: models }] }, note: "status.moonshot.ai has no DNS record" }34      - { name: Zhipu AI, domain: z.ai, country: CN, importance: 3, aliases: [zhipu, z.ai, glm, chatglm, bigmodel], hints: { github_org: zai-org, github_repos: [zai-org/GLM-4.5], hf_author: zai-org, hosts: [docs.z.ai, bigmodel.cn, zhipuai.cn], urls: [{ url: "https://docs.z.ai/guides/overview/pricing", kind: pricing }, { url: "https://docs.z.ai/release-notes/new-released", kind: changelog }, { url: "https://docs.z.ai/llms.txt", kind: docs }] }, note: "bigmodel.cn is client-rendered; status.z.ai has no DNS record" }35      - { name: 01.AI, domain: 01.ai, country: CN, importance: 2, aliases: [01ai, yi, lingyi wanwu], hints: { github_org: 01-ai, hf_author: 01-ai } }36      - { name: Baichuan AI, domain: baichuan-ai.com, country: CN, importance: 2, aliases: [baichuan], hints: { github_org: baichuan-inc, hf_author: baichuan-inc } }37      - { name: MiniMax, domain: minimax.io, country: CN, importance: 3, aliases: [minimax ai, hailuo, minimaxi], hints: { github_org: MiniMax-AI, hf_author: MiniMaxAI, status_url: "https://status.minimax.io", hosts: [platform.minimax.io, minimaxi.com], urls: [{ url: "https://platform.minimax.io/docs/guides/models-intro", kind: models }] } }38      - { name: StepFun, domain: stepfun.com, country: CN, importance: 2, aliases: [step fun, step-3], hints: { github_org: stepfun-ai, hf_author: stepfun-ai } }39      - { name: Alibaba Qwen, domain: qwen.ai, country: CN, importance: 3, aliases: [qwen, tongyi qianwen, qwen3], hints: { github_org: QwenLM, github_repos: [QwenLM/Qwen3, QwenLM/Qwen-Agent], hf_author: Qwen, hosts: [qwenlm.github.io, chat.qwen.ai], urls: [{ url: "https://www.alibabacloud.com/help/en/model-studio/model-pricing", kind: pricing }] } }40      - { name: Tencent Hunyuan, domain: tencent.com, country: CN, importance: 3, aliases: [tencent, hunyuan, hunyuanvideo, hunyuan3d], hints: { github_org: Tencent-Hunyuan, github_repos: [Tencent-Hunyuan/HunyuanVideo], hf_author: tencent, hosts: [hunyuan.tencent.com] } }41      - { name: Baidu ERNIE, domain: baidu.com, country: CN, importance: 3, aliases: [baidu, ernie, ernie bot, wenxin yiyan, qianfan], hints: { github_org: PaddlePaddle, github_repos: [PaddlePaddle/ERNIE, PaddlePaddle/Paddle], hf_author: baidu, hosts: [ernie.baidu.com, cloud.baidu.com, yiyan.baidu.com], urls: [{ url: "https://ernie.baidu.com/blog", kind: blog }] }, note: "ir.baidu.com answers 403" }42      - { name: ByteDance Seed, domain: bytedance.com, country: CN, importance: 3, aliases: [bytedance, seed, doubao, volcano engine, seedance], hints: { github_org: ByteDance-Seed, hf_author: ByteDance-Seed, hosts: [seed.bytedance.com, volcengine.com], urls: [{ url: "https://seed.bytedance.com/en/research", kind: blog }] } }43      - { name: Amazon AGI, domain: amazon.science, country: US, importance: 3, aliases: [amazon science, nova, amazon nova, amazon agi labs], hints: { github_org: amazon-science, hf_author: amazon, urls: [{ url: "https://www.amazon.science/publications", kind: blog }] } }44      - { name: Apple Machine Learning Research, domain: apple.com, country: US, importance: 3, aliases: [apple, apple intelligence, mlx, core ml, apple silicon], hints: { github_org: apple, github_repos: [ml-explore/mlx, ml-explore/mlx-lm, apple/coremltools], hf_author: apple, hosts: [machinelearning.apple.com, ml-explore.github.io], urls: [{ url: "https://machinelearning.apple.com/research", kind: blog }] } }45      - { name: Stability AI, domain: stability.ai, country: GB, importance: 2, aliases: [stability, stable diffusion, sdxl], hints: { github_org: Stability-AI, github_repos: [Stability-AI/generative-models], hf_author: stabilityai, hosts: [platform.stability.ai], urls: [{ url: "https://stability.ai/news-updates", kind: news }] }, note: "platform.stability.ai is client-rendered" }46      - { name: Black Forest Labs, domain: bfl.ai, country: DE, importance: 2, aliases: [bfl, flux, flux.1, flux kontext], hints: { github_org: black-forest-labs, github_repos: [black-forest-labs/flux], hf_author: black-forest-labs, status_url: "https://status.bfl.ml", hosts: [docs.bfl.ai, api.bfl.ai], urls: [{ url: "https://bfl.ai/pricing", kind: pricing }, { url: "https://bfl.ai/blog", kind: blog }, { url: "https://docs.bfl.ai/llms.txt", kind: docs }] } }47      - { name: Midjourney, domain: midjourney.com, country: US, importance: 2, aliases: [mj], hints: { hosts: [docs.midjourney.com, updates.midjourney.com] }, note: "docs.midjourney.com sits behind a Cloudflare challenge" }48      - { name: Runway, domain: runwayml.com, country: US, importance: 2, aliases: [runway ml, gen-4, gen-3 alpha], hints: { github_org: runwayml, status_url: "https://status.runwayml.com", hosts: [runway.com, docs.dev.runwayml.com, help.runwayml.com], urls: [{ url: "https://runway.com/research", kind: blog }, { url: "https://runway.com/pricing", kind: pricing }, { url: "https://docs.dev.runwayml.com/llms.txt", kind: docs }] }, note: "help.runwayml.com sits behind a Cloudflare challenge" }49      - { name: Pika, domain: pika.art, country: US, importance: 1, aliases: [pika labs, pika ai] }50      - { name: Luma AI, domain: lumalabs.ai, country: US, importance: 2, aliases: [luma, dream machine, ray2], hints: { github_org: lumalabs, hosts: [docs.lumalabs.ai] } }51      - { name: ElevenLabs, domain: elevenlabs.io, country: US, importance: 3, aliases: [eleven labs, eleven v3], hints: { github_org: elevenlabs, github_repos: [elevenlabs/elevenlabs-python, elevenlabs/elevenlabs-js], status_url: "https://status.elevenlabs.io", urls: [{ url: "https://elevenlabs.io/docs/changelog", kind: changelog }, { url: "https://elevenlabs.io/pricing", kind: pricing }, { url: "https://elevenlabs.io/pricing/api", kind: pricing }, { url: "https://elevenlabs.io/docs/llms.txt", kind: docs }] } }52      - { name: Suno, domain: suno.com, country: US, importance: 2, aliases: [suno ai], hints: { github_org: suno-ai, github_repos: [suno-ai/bark], hf_author: suno } }53      - { name: Udio, domain: udio.com, country: US, importance: 1, aliases: [udio ai] }54      - { name: Ideogram, domain: ideogram.ai, country: CA, importance: 1, aliases: [ideogram ai] }55      - { name: Recraft, domain: recraft.ai, country: GB, importance: 1, aliases: [recraft ai, recraft v3] }56      - { name: Krea, domain: krea.ai, country: US, importance: 1, aliases: [krea ai], hints: { hf_author: krea } }57      - { name: Magic, domain: magic.dev, country: US, importance: 1, aliases: [magic ai, magic.dev] }58      - { name: Poolside, domain: poolside.ai, country: US, importance: 2, aliases: [poolside ai] }59      - { name: Sakana AI, domain: sakana.ai, country: JP, importance: 2, aliases: [sakana], hints: { github_org: SakanaAI, hf_author: SakanaAI } }60      - { name: Kyutai, domain: kyutai.org, country: FR, importance: 2, aliases: [moshi, kyutai labs], hints: { github_org: kyutai-labs, github_repos: [kyutai-labs/moshi], hf_author: kyutai } }61      - { name: H Company, domain: hcompany.ai, country: FR, importance: 1, aliases: [h company, holo1, surfer-h], hints: { hf_author: Hcompany } }62      - { name: Liquid AI, domain: liquid.ai, country: US, importance: 2, aliases: [liquid, lfm, liquid foundation models], hints: { github_org: Liquid4All, hf_author: LiquidAI, urls: [{ url: "https://www.liquid.ai/news/models", kind: models }] } }63      - { name: Nous Research, domain: nousresearch.com, country: US, importance: 2, aliases: [nous, hermes], hints: { github_org: NousResearch, hf_author: NousResearch, urls: [{ url: "https://nousresearch.com/blog", kind: blog }] } }64      - { name: Allen Institute for AI, domain: allenai.org, country: US, importance: 2, aliases: [ai2, allenai, olmo, molmo, tulu], hints: { github_org: allenai, github_repos: [allenai/OLMo, allenai/open-instruct], hf_author: allenai, hosts: [semanticscholar.org], urls: [{ url: "https://allenai.org/research", kind: blog }] } }65      - { name: EleutherAI, domain: eleuther.ai, country: US, importance: 2, aliases: [eleuther, pythia, gpt-neox, lm-evaluation-harness], hints: { github_org: EleutherAI, github_repos: [EleutherAI/lm-evaluation-harness, EleutherAI/gpt-neox], hf_author: EleutherAI } }66      - { name: LAION, domain: laion.ai, country: DE, importance: 2, aliases: [laion-5b, open clip], hints: { github_org: LAION-AI, hf_author: laion } }67      - { name: Technology Innovation Institute, domain: tii.ae, country: AE, importance: 2, aliases: [tii, falcon, falcon llm], hints: { github_org: tiiuae, hf_author: tiiuae, hosts: [falconllm.tii.ae], urls: [{ url: "https://falconllm.tii.ae/falcon-models.html", kind: models }, { url: "https://www.tii.ae/news", kind: news }] } }68      - { name: G42, domain: g42.ai, country: AE, importance: 2, aliases: [inception, core42, jais], hints: { hf_author: inception42, hosts: [inceptionai.ai, core42.ai] } }69      - { name: Aleph Alpha, domain: aleph-alpha.com, country: DE, importance: 2, aliases: [luminous, pharia], hints: { github_org: Aleph-Alpha, hf_author: Aleph-Alpha } }70      - { name: Silo AI, domain: silo.ai, country: FI, importance: 1, aliases: [poro, viking, amd silo ai], hints: { hf_author: LumiOpen } }71      - { name: LightOn, domain: lighton.ai, country: FR, importance: 1, aliases: [alfred, paradigm], hints: { github_org: lightonai, hf_author: lightonai } }72      - { name: Together AI, domain: together.ai, country: US, importance: 2, aliases: [together, together computer], hints: { github_org: togethercomputer, github_repos: [togethercomputer/together-python], hf_author: togethercomputer, hosts: [docs.together.ai, api.together.xyz], urls: [{ url: "https://docs.together.ai/docs/serverless/models", kind: models }, { url: "https://docs.together.ai/llms.txt", kind: docs }] }, note: "status.together.ai is a Better Stack page without JSON" }73      - { name: Fireworks AI, domain: fireworks.ai, country: US, importance: 2, aliases: [fireworks], hints: { github_org: fw-ai, hf_author: fireworks-ai, status_url: "https://status.fireworks.ai", hosts: [docs.fireworks.ai], urls: [{ url: "https://fireworks.ai/pricing", kind: pricing }, { url: "https://fireworks.ai/models", kind: models }, { url: "https://docs.fireworks.ai/llms.txt", kind: docs }, { url: "https://fireworks.ai/blog", kind: blog }] } }74      - { name: Lambda, domain: lambda.ai, country: US, importance: 2, aliases: [lambda labs, lambda cloud], hints: { github_org: LambdaLabsML, status_url: "https://status.lambda.ai", hosts: [docs.lambda.ai, lambdalabs.com], urls: [{ url: "https://lambda.ai/pricing", kind: pricing }, { url: "https://docs.lambda.ai/public-cloud/on-demand/", kind: docs }] } }75      - { name: CoreWeave, domain: coreweave.com, country: US, importance: 3, aliases: [crwv], hints: { github_org: coreweave, ticker: CRWV, hosts: [docs.coreweave.com, investors.coreweave.com], urls: [{ url: "https://www.coreweave.com/pricing", kind: pricing }, { url: "https://docs.coreweave.com/changelog", kind: changelog }, { url: "https://docs.coreweave.com/llms.txt", kind: docs }] } }76      - { name: Crusoe, domain: crusoe.ai, country: US, importance: 2, aliases: [crusoe energy, crusoe cloud], hints: { github_org: crusoecloud, hosts: [docs.crusoecloud.com] } }77      - { name: Nebius, domain: nebius.com, country: NL, importance: 2, aliases: [nbis, nebius ai studio, nebius group], hints: { github_org: nebius, ticker: NBIS, hosts: [docs.nebius.com, studio.nebius.com] } }78      - { name: Modal, domain: modal.com, country: US, importance: 2, aliases: [modal labs], hints: { github_org: modal-labs, github_repos: [modal-labs/modal-client], urls: [{ url: "https://modal.com/pricing", kind: pricing }, { url: "https://modal.com/llms.txt", kind: docs }] }, note: "status.modal.com is a Better Stack page without JSON" }79      - { name: Baseten, domain: baseten.co, country: US, importance: 2, aliases: [truss], hints: { github_org: basetenlabs, github_repos: [basetenlabs/truss], status_url: "https://status.baseten.co", hosts: [docs.baseten.co], urls: [{ url: "https://www.baseten.co/pricing/", kind: pricing }, { url: "https://docs.baseten.co/llms.txt", kind: docs }] } }80      - { name: Replicate, domain: replicate.com, country: US, importance: 2, aliases: [cog], hints: { github_org: replicate, github_repos: [replicate/cog, replicate/replicate-python], urls: [{ url: "https://replicate.com/pricing", kind: pricing }, { url: "https://replicate.com/explore", kind: models }] } }81      - { name: RunPod, domain: runpod.io, country: US, importance: 2, aliases: [run pod], hints: { github_org: runpod, hosts: [docs.runpod.io], urls: [{ url: "https://docs.runpod.io/release-notes", kind: changelog }, { url: "https://www.runpod.io/pricing", kind: pricing }, { url: "https://docs.runpod.io/llms.txt", kind: docs }] }, note: "uptime.runpod.io is a Better Stack page without JSON; status.runpod.io has no DNS record" }82      - { name: Anyscale, domain: anyscale.com, country: US, importance: 2, aliases: [ray], hints: { github_org: ray-project, github_repos: [ray-project/ray], hosts: [docs.anyscale.com, ray.io, docs.ray.io] } }83      - { name: fal, domain: fal.ai, country: US, importance: 2, aliases: [fal ai, fal.ai], hints: { github_org: fal-ai, hosts: [docs.fal.ai] } }84      - { name: DeepInfra, domain: deepinfra.com, country: US, importance: 1, aliases: [deep infra], hints: { github_org: deepinfra } }85      - { name: OpenRouter, domain: openrouter.ai, country: US, importance: 2, aliases: [open router], hints: { github_org: OpenRouterTeam, urls: [{ url: "https://openrouter.ai/docs/llms.txt", kind: docs }] }, note: "status.openrouter.ai answers 403" }86      - { name: Featherless AI, domain: featherless.ai, country: US, importance: 1, aliases: [featherless] }87      - { name: Hyperbolic, domain: hyperbolic.ai, country: US, importance: 1, aliases: [hyperbolic labs, hyperbolic.xyz], hints: { hosts: [hyperbolic.xyz, app.hyperbolic.ai] } }88      - { name: Novita AI, domain: novita.ai, country: SG, importance: 1, aliases: [novita] }89      - { name: Groq, domain: groq.com, country: US, importance: 3, aliases: [groqcloud, lpu, language processing unit], hints: { github_org: groq, github_repos: [groq/groq-python, groq/groq-typescript], status_url: "https://groqstatus.com", hosts: [console.groq.com, groqstatus.com], urls: [{ url: "https://console.groq.com/docs/models", kind: models }, { url: "https://console.groq.com/docs/changelog", kind: changelog }, { url: "https://console.groq.com/docs/deprecations", kind: models }, { url: "https://groq.com/blog", kind: blog }, { url: "https://console.groq.com/llms.txt", kind: docs }] } }90      - { name: Cerebras, domain: cerebras.ai, country: US, importance: 3, aliases: [cerebras systems, wafer scale engine, wse-3], hints: { github_org: Cerebras, hf_author: cerebras, status_url: "https://status.cerebras.ai", hosts: [inference-docs.cerebras.ai, cerebras.net], urls: [{ url: "https://inference-docs.cerebras.ai/models/overview", kind: models }, { url: "https://inference-docs.cerebras.ai/support/change-log", kind: changelog }, { url: "https://www.cerebras.ai/pricing", kind: pricing }, { url: "https://inference-docs.cerebras.ai/llms.txt", kind: docs }] } }91      - { name: SambaNova Systems, domain: sambanova.ai, country: US, importance: 2, aliases: [sambanova, sambacloud, sn40l], hints: { github_org: sambanova, hf_author: sambanovasystems, status_url: "https://status.sambanova.ai", hosts: [docs.sambanova.ai, cloud.sambanova.ai], urls: [{ url: "https://docs.sambanova.ai/docs/en/models/sambacloud-models", kind: models }, { url: "https://docs.sambanova.ai/docs/en/release-notes/overview", kind: changelog }] } }92      - { name: Vercel AI, domain: vercel.com, country: US, importance: 2, aliases: [vercel, ai sdk, v0, ai gateway], hints: { github_org: vercel, github_repos: [vercel/ai, vercel/next.js], status_url: "https://www.vercel-status.com", hosts: [v0.app, sdk.vercel.ai, ai-sdk.dev, vercel-status.com], urls: [{ url: "https://vercel.com/pricing", kind: pricing }, { url: "https://vercel.com/changelog", kind: changelog }] } }93      - { name: Cognition AI, domain: cognition.ai, country: US, importance: 2, aliases: [cognition, devin, windsurf], hints: { hosts: [devin.ai, docs.devin.ai] } }94      - { name: Anysphere, domain: cursor.com, country: US, importance: 3, aliases: [cursor, cursor ai, anysphere], hints: { github_org: cursor, status_url: "https://status.cursor.com", hosts: [docs.cursor.com, anysphere.inc], urls: [{ url: "https://cursor.com/changelog", kind: changelog }, { url: "https://cursor.com/pricing", kind: pricing }, { url: "https://cursor.com/blog", kind: blog }, { url: "https://cursor.com/docs/llms.txt", kind: docs }] } }95      - { name: Replit, domain: replit.com, country: US, importance: 2, aliases: [replit agent, ghostwriter], hints: { github_org: replit, hosts: [docs.replit.com, blog.replit.com], urls: [{ url: "https://replit.com/pricing", kind: pricing }, { url: "https://docs.replit.com/updates", kind: changelog }, { url: "https://docs.replit.com/llms.txt", kind: docs }] }, note: "status.replit.com sits behind a Cloudflare challenge" }96      - { name: Character.AI, domain: character.ai, country: US, importance: 2, aliases: [character ai, c.ai], hints: { github_org: character-ai, hosts: [blog.character.ai, research.character.ai] } }97      - { name: Writer, domain: writer.com, country: US, importance: 2, aliases: [writer ai, palmyra], hints: { github_org: writer, hf_author: Writer, hosts: [dev.writer.com] } }98      - { name: Jina AI, domain: jina.ai, country: DE, importance: 1, aliases: [jina, jina embeddings, reader api], hints: { github_org: jina-ai, hf_author: jinaai } }99      - { name: Nomic AI, domain: nomic.ai, country: US, importance: 1, aliases: [nomic, gpt4all, nomic embed], hints: { github_org: nomic-ai, github_repos: [nomic-ai/gpt4all], hf_author: nomic-ai } }100      - { name: Voyage AI, domain: voyageai.com, country: US, importance: 1, aliases: [voyage, voyage embeddings], hints: { github_org: voyage-ai, hf_author: voyageai }, note: "acquired by MongoDB in 2025; embeddings still served under the Voyage brand" }101      - { name: Deepgram, domain: deepgram.com, country: US, importance: 2, aliases: [nova-3, aura], hints: { github_org: deepgram, github_repos: [deepgram/deepgram-python-sdk], status_url: "https://status.deepgram.com", hosts: [developers.deepgram.com, status.deepgram.com] } }102      - { name: AssemblyAI, domain: assemblyai.com, country: US, importance: 1, aliases: [assembly ai, universal-2], hints: { github_org: AssemblyAI, status_url: "https://status.assemblyai.com", hosts: [status.assemblyai.com] } }103      - { name: Cartesia, domain: cartesia.ai, country: US, importance: 1, aliases: [sonic], hints: { github_org: cartesia-ai } }104      - { name: Hume AI, domain: hume.ai, country: US, importance: 1, aliases: [hume, evi, octave], hints: { github_org: HumeAI } }105      - { name: Speechmatics, domain: speechmatics.com, country: GB, importance: 1, hints: { github_org: speechmatics } }106      - { name: Genmo, domain: genmo.ai, country: US, importance: 1, aliases: [mochi], hints: { github_org: genmoai, hf_author: genmo } }107      - { name: Lightricks, domain: lightricks.com, country: IL, importance: 1, aliases: [ltx video, ltx studio, ltxv], hints: { github_org: Lightricks, github_repos: [Lightricks/LTX-Video], hf_author: Lightricks } }108      - { name: Kuaishou Kling, domain: kuaishou.com, country: CN, importance: 2, aliases: [kuaishou, kling, kling ai, kwai], hints: { github_org: KwaiVGI, hf_author: Kwai-Kolors, hosts: [klingai.com, app.klingai.com] } }109      - { name: SenseTime, domain: sensetime.com, country: CN, importance: 2, aliases: [sensenova, 0020.hk], hints: { github_org: OpenGVLab, hf_author: OpenGVLab } }110      - { name: iFlytek, domain: iflytek.com, country: CN, importance: 2, aliases: [spark, xinghuo, 002230.sz], hints: { hosts: [xinghuo.xfyun.cn, xfyun.cn] } }111      - { name: Xiaomi MiMo, domain: mi.com, country: CN, importance: 2, aliases: [xiaomi, mimo, 1810.hk], hints: { github_org: XiaomiMiMo, hf_author: XiaomiMiMo } }112      - { name: Rakuten AI, domain: rakuten.com, country: JP, importance: 1, aliases: [rakuten, rakutenai], hints: { hf_author: Rakuten, hosts: [global.rakuten.com] } }113      - { name: Naver HyperCLOVA, domain: naver.com, country: KR, importance: 2, aliases: [naver, hyperclova x, clova], hints: { hf_author: naver-hyperclovax, hosts: [clova.ai, naver-ai.com] } }114      - { name: LG AI Research, domain: lgresearch.ai, country: KR, importance: 2, aliases: [lg ai, exaone], hints: { github_org: LG-AI-EXAONE, hf_author: LGAI-EXAONE } }115      - { name: Upstage, domain: upstage.ai, country: KR, importance: 1, aliases: [solar, solar pro], hints: { github_org: UpstageAI, hf_author: upstage } }116      - { name: Sarvam AI, domain: sarvam.ai, country: IN, importance: 1, aliases: [sarvam], hints: { github_org: sarvamai, hf_author: sarvamai } }117      - { name: Krutrim, domain: olakrutrim.com, country: IN, importance: 1, aliases: [ola krutrim], hints: { github_org: ola-krutrim, hf_author: krutrim-ai-labs } }118      - { name: Yandex AI, domain: yandex.com, country: RU, importance: 2, aliases: [yandex, yandexgpt, alice], hints: { github_org: yandex, hf_author: yandex, hosts: [ya.ru, yandex.ru] } }119      - { name: Sber AI, domain: sber.ru, country: RU, importance: 1, aliases: [sberbank, gigachat, kandinsky], hints: { github_org: ai-forever, hf_author: ai-forever, hosts: [giga.chat, sberbank.ru] } }120  - key: model-hubs-and-tooling121    label: Model hubs, frameworks & developer tooling122    description: Model hubs, local runtimes, inference engines, orchestration frameworks, observability / evaluation tooling, vector databases and data-labeling vendors.123    provenance: "Curated from GitHub trending AI repositories (stars ≥ 10k), Hugging Face ecosystem partners and the LangChain / LlamaIndex integration catalogues (retrieved 2026-09-13)"124    members:125      - { name: Hugging Face, domain: huggingface.co, country: US, importance: 3, aliases: [hugging face, hf, transformers, smollm], hints: { github_org: huggingface, github_repos: [huggingface/transformers, huggingface/diffusers, huggingface/huggingface_hub], hf_author: HuggingFaceTB, hosts: [status.huggingface.co, hf.co], urls: [{ url: "https://huggingface.co/pricing", kind: pricing }, { url: "https://huggingface.co/changelog", kind: changelog }] }, note: "status.huggingface.co is a Better Stack page without JSON; BigScience lives under huggingface.co (no own domain)" }126      - { name: Ollama, domain: ollama.com, country: US, importance: 2, hints: { github_org: ollama, github_repos: [ollama/ollama], urls: [{ url: "https://ollama.com/library", kind: models }] } }127      - { name: LM Studio, domain: lmstudio.ai, country: US, importance: 2, aliases: [lmstudio, element labs], hints: { github_org: lmstudio-ai, github_repos: [lmstudio-ai/lms], hf_author: lmstudio-community } }128      - { name: ggml.ai, domain: ggml.ai, country: BG, importance: 2, aliases: [ggml, llama.cpp, whisper.cpp, gguf], hints: { github_org: ggml-org, github_repos: [ggml-org/llama.cpp, ggml-org/whisper.cpp], hf_author: ggml-org } }129      - { name: vLLM, domain: vllm.ai, country: US, importance: 2, aliases: [vllm project], hints: { github_org: vllm-project, github_repos: [vllm-project/vllm], hosts: [docs.vllm.ai, blog.vllm.ai], urls: [{ url: "https://docs.vllm.ai/en/latest/models/supported_models/", kind: models }] } }130      - { name: SGLang, domain: sglang.ai, country: US, importance: 1, aliases: [sgl project], hints: { github_org: sgl-project, github_repos: [sgl-project/sglang], hosts: [docs.sglang.ai] } }131      - { name: LangChain, domain: langchain.com, country: US, importance: 3, aliases: [langsmith, langgraph, langchain ai], hints: { github_org: langchain-ai, github_repos: [langchain-ai/langchain, langchain-ai/langgraph], hosts: [docs.langchain.com, smith.langchain.com, python.langchain.com], urls: [{ url: "https://docs.langchain.com/langsmith/changelog", kind: changelog }, { url: "https://www.langchain.com/pricing", kind: pricing }] }, note: "status.langchain.com has no DNS record" }132      - { name: LlamaIndex, domain: llamaindex.ai, country: US, importance: 2, aliases: [llama index, llamacloud, llamaparse, run-llama], hints: { github_org: run-llama, github_repos: [run-llama/llama_index], status_url: "https://llamaindex.statuspage.io", hosts: [docs.llamaindex.ai, cloud.llamaindex.ai], urls: [{ url: "https://www.llamaindex.ai/blog", kind: blog }, { url: "https://www.llamaindex.ai/pricing", kind: pricing }] } }133      - { name: deepset, domain: deepset.ai, country: DE, importance: 1, aliases: [haystack], hints: { github_org: deepset-ai, github_repos: [deepset-ai/haystack], hf_author: deepset, hosts: [haystack.deepset.ai] } }134      - { name: Weights & Biases, domain: wandb.ai, country: US, importance: 2, aliases: [wandb, weave, w&b, coreweave wandb], hints: { github_org: wandb, github_repos: [wandb/wandb, wandb/weave], status_url: "https://status.wandb.com", hosts: [docs.wandb.ai, wandb.com], urls: [{ url: "https://wandb.ai/site/pricing/", kind: pricing }, { url: "https://docs.wandb.ai/release-notes", kind: changelog }, { url: "https://docs.wandb.ai/llms.txt", kind: docs }] } }135      - { name: MLflow, domain: mlflow.org, country: US, importance: 2, aliases: [mlflow project], hints: { github_org: mlflow, github_repos: [mlflow/mlflow] } }136      - { name: Comet, domain: comet.com, country: US, importance: 1, aliases: [comet ml, opik], hints: { github_org: comet-ml, github_repos: [comet-ml/opik], status_url: "https://status.comet.com" } }137      - { name: Arize AI, domain: arize.com, country: US, importance: 1, aliases: [arize, phoenix, arize phoenix], hints: { github_org: Arize-ai, github_repos: [Arize-ai/phoenix], hosts: [docs.arize.com, status.arize.com] } }138      - { name: Braintrust, domain: braintrust.dev, country: US, importance: 1, aliases: [braintrust data], hints: { github_org: braintrustdata } }139      - { name: Humanloop, domain: humanloop.com, country: GB, importance: 1, hints: { github_org: humanloop }, note: "announced wind-down of the platform in September 2025 (team joined Anthropic)" }140      - { name: PromptLayer, domain: promptlayer.com, country: US, importance: 1, hints: { github_org: MagnivOrg } }141      - { name: Langfuse, domain: langfuse.com, country: DE, importance: 1, hints: { github_org: langfuse, github_repos: [langfuse/langfuse], status_url: "https://status.langfuse.com", hosts: [status.langfuse.com], urls: [{ url: "https://langfuse.com/changelog", kind: changelog }, { url: "https://langfuse.com/pricing", kind: pricing }] } }142      - { name: Helicone, domain: helicone.ai, country: US, importance: 1, hints: { github_org: Helicone, github_repos: [Helicone/helicone] } }143      - { name: LiteLLM, domain: litellm.ai, country: US, importance: 2, aliases: [berriai, berri ai], hints: { github_org: BerriAI, github_repos: [BerriAI/litellm], hosts: [docs.litellm.ai] } }144      - { name: Portkey, domain: portkey.ai, country: US, importance: 1, aliases: [portkey ai gateway], hints: { github_org: Portkey-AI, github_repos: [Portkey-AI/gateway] } }145      - { name: Pinecone, domain: pinecone.io, country: US, importance: 2, hints: { github_org: pinecone-io, github_repos: [pinecone-io/pinecone-python-client], status_url: "https://status.pinecone.io", hosts: [docs.pinecone.io], urls: [{ url: "https://www.pinecone.io/pricing/", kind: pricing }, { url: "https://docs.pinecone.io/release-notes/2026", kind: changelog }] } }146      - { name: Weaviate, domain: weaviate.io, country: NL, importance: 2, hints: { github_org: weaviate, github_repos: [weaviate/weaviate], urls: [{ url: "https://weaviate.io/pricing", kind: pricing }] } }147      - { name: Qdrant, domain: qdrant.tech, country: DE, importance: 2, hints: { github_org: qdrant, github_repos: [qdrant/qdrant], urls: [{ url: "https://qdrant.tech/pricing/", kind: pricing }] } }148      - { name: Chroma, domain: trychroma.com, country: US, importance: 2, aliases: [chromadb, chroma db], hints: { github_org: chroma-core, github_repos: [chroma-core/chroma], status_url: "https://status.trychroma.com", hosts: [docs.trychroma.com] } }149      - { name: Zilliz, domain: zilliz.com, country: US, importance: 2, aliases: [milvus], hints: { github_org: milvus-io, github_repos: [milvus-io/milvus], status_url: "https://status.zilliz.com", hosts: [milvus.io], urls: [{ url: "https://zilliz.com/pricing", kind: pricing }] } }150      - { name: LanceDB, domain: lancedb.com, country: US, importance: 1, aliases: [lance], hints: { github_org: lancedb, github_repos: [lancedb/lancedb, lancedb/lance] } }151      - { name: Unstructured, domain: unstructured.io, country: US, importance: 1, hints: { github_org: Unstructured-IO, github_repos: [Unstructured-IO/unstructured], hosts: [docs.unstructured.io] } }152      - { name: Scale AI, domain: scale.com, country: US, importance: 3, aliases: [scale, seal leaderboards, scale seal], hints: { github_org: scaleapi, status_url: "https://status.scale.com", hosts: [labs.scale.com, docs.scale.com], urls: [{ url: "https://labs.scale.com/leaderboard", kind: data }, { url: "https://labs.scale.com/papers", kind: blog }] } }153      - { name: Labelbox, domain: labelbox.com, country: US, importance: 1, hints: { github_org: Labelbox, github_repos: [Labelbox/labelbox-python], status_url: "https://status.labelbox.com", hosts: [docs.labelbox.com, status.labelbox.com] } }154      - { name: Snorkel AI, domain: snorkel.ai, country: US, importance: 1, aliases: [snorkel], hints: { github_org: snorkel-team } }155      - { name: Argilla, domain: argilla.io, country: ES, importance: 1, hints: { github_org: argilla-io, github_repos: [argilla-io/argilla], hf_author: argilla }, note: "acquired by Hugging Face in 2024" }156      - { name: Surge AI, domain: surgehq.ai, country: US, importance: 1, aliases: [surge] }157      - { name: Mercor, domain: mercor.com, country: US, importance: 1 }158      - { name: Modular, domain: modular.com, country: US, importance: 1, aliases: [mojo, max engine], hints: { github_org: modular, github_repos: [modular/modular], hosts: [docs.modular.com] } }159      - { name: Lightning AI, domain: lightning.ai, country: US, importance: 1, aliases: [pytorch lightning, litgpt, litserve], hints: { github_org: Lightning-AI, github_repos: [Lightning-AI/pytorch-lightning, Lightning-AI/litgpt] } }160      - { name: Unsloth, domain: unsloth.ai, country: US, importance: 1, hints: { github_org: unslothai, github_repos: [unslothai/unsloth], hf_author: unsloth } }161      - { name: PyTorch Foundation, domain: pytorch.org, country: US, importance: 3, aliases: [pytorch, torch, executorch], hints: { github_org: pytorch, github_repos: [pytorch/pytorch, pytorch/executorch], urls: [{ url: "https://pytorch.org/blog/", kind: blog }] } }162      - { name: TensorFlow, domain: tensorflow.org, country: US, importance: 2, aliases: [tf, tensorflow lite, litert], hints: { github_org: tensorflow, github_repos: [tensorflow/tensorflow] } }163      - { name: JAX, domain: jax.dev, country: US, importance: 2, aliases: [jax ml, flax], hints: { github_org: jax-ml, github_repos: [jax-ml/jax, google/flax], hosts: [docs.jax.dev] } }164      - { name: Keras, domain: keras.io, country: US, importance: 1, aliases: [keras 3, keras hub], hints: { github_org: keras-team, github_repos: [keras-team/keras] } }165      - { name: ONNX, domain: onnx.ai, country: US, importance: 1, aliases: [onnx runtime], hints: { github_org: onnx, github_repos: [onnx/onnx, microsoft/onnxruntime] } }166      - { name: OpenXLA, domain: openxla.org, country: US, importance: 1, aliases: [xla, stablehlo, iree], hints: { github_org: openxla, github_repos: [openxla/xla] } }167      - { name: DSPy, domain: dspy.ai, country: US, importance: 1, aliases: [stanford dspy], hints: { github_org: stanfordnlp, github_repos: [stanfordnlp/dspy] } }168      - { name: Pydantic, domain: pydantic.dev, country: GB, importance: 1, aliases: [pydantic ai, logfire], hints: { github_org: pydantic, github_repos: [pydantic/pydantic-ai, pydantic/pydantic], hosts: [ai.pydantic.dev, logfire.pydantic.dev] } }169      - { name: CrewAI, domain: crewai.com, country: US, importance: 1, aliases: [crew ai], hints: { github_org: crewAIInc, github_repos: [crewAIInc/crewAI], hosts: [docs.crewai.com] } }170      - { name: Dify, domain: dify.ai, country: SG, importance: 1, aliases: [langgenius], hints: { github_org: langgenius, github_repos: [langgenius/dify], hosts: [docs.dify.ai] } }171      - { name: Flowise, domain: flowiseai.com, country: US, importance: 1, aliases: [flowise ai], hints: { github_org: FlowiseAI, github_repos: [FlowiseAI/Flowise] } }172      - { name: Mem0, domain: mem0.ai, country: US, importance: 1, hints: { github_org: mem0ai, github_repos: [mem0ai/mem0] } }173      - { name: Letta, domain: letta.com, country: US, importance: 1, aliases: [memgpt], hints: { github_org: letta-ai, github_repos: [letta-ai/letta] } }174      - { name: E2B, domain: e2b.dev, country: US, importance: 1, hints: { github_org: e2b-dev, github_repos: [e2b-dev/E2B], status_url: "https://status.e2b.dev", hosts: [status.e2b.dev] } }175      - { name: Browserbase, domain: browserbase.com, country: US, importance: 1, aliases: [stagehand], hints: { github_org: browserbase, github_repos: [browserbase/stagehand], status_url: "https://status.browserbase.com", hosts: [docs.browserbase.com, status.browserbase.com] } }176      - { name: Firecrawl, domain: firecrawl.dev, country: US, importance: 1, aliases: [mendable], hints: { github_org: mendableai, github_repos: [firecrawl/firecrawl], hosts: [docs.firecrawl.dev] } }177      - { name: Exa, domain: exa.ai, country: US, importance: 1, aliases: [exa ai, metaphor], hints: { github_org: exa-labs, status_url: "https://status.exa.ai", hosts: [docs.exa.ai] } }178      - { name: Tavily, domain: tavily.com, country: US, importance: 1, hints: { github_org: tavily-ai, status_url: "https://status.tavily.com", hosts: [docs.tavily.com] } }179      - { name: Model Context Protocol, domain: modelcontextprotocol.io, country: US, importance: 2, aliases: [mcp], hints: { github_org: modelcontextprotocol, github_repos: [modelcontextprotocol/modelcontextprotocol, modelcontextprotocol/python-sdk, modelcontextprotocol/typescript-sdk], urls: [{ url: "https://modelcontextprotocol.io/specification/latest/changelog", kind: changelog }, { url: "https://modelcontextprotocol.io/llms.txt", kind: docs }] } }180      - { name: Galileo, domain: galileo.ai, country: US, importance: 1, aliases: [rungalileo, galileo ai], hints: { github_org: rungalileo, hosts: [docs.galileo.ai] } }181      - { name: Patronus AI, domain: patronus.ai, country: US, importance: 1, aliases: [patronus], hints: { github_org: patronus-ai, hf_author: PatronusAI } }182      - { name: Giskard, domain: giskard.ai, country: FR, importance: 1, hints: { github_org: Giskard-AI, github_repos: [Giskard-AI/giskard] } }183      - { name: Deepchecks, domain: deepchecks.com, country: IL, importance: 1, hints: { github_org: deepchecks, github_repos: [deepchecks/deepchecks] } }184      - { name: Evidently AI, domain: evidentlyai.com, country: US, importance: 1, aliases: [evidently], hints: { github_org: evidentlyai, github_repos: [evidentlyai/evidently] } }185      - { name: Fiddler AI, domain: fiddler.ai, country: US, importance: 1, aliases: [fiddler], hints: { github_org: fiddler-labs } }186      - { name: Lakera, domain: lakera.ai, country: CH, importance: 1, aliases: [lakera guard], hints: { github_org: lakeraai } }187      - { name: Protect AI, domain: protectai.com, country: US, importance: 1, aliases: [protect ai, guardian, llm guard], hints: { github_org: protectai, github_repos: [protectai/llm-guard], hf_author: protectai }, note: "acquired by Palo Alto Networks in 2025" }188      - { name: Roboflow, domain: roboflow.com, country: US, importance: 1, aliases: [supervision, rf-detr], hints: { github_org: roboflow, github_repos: [roboflow/supervision, roboflow/inference], hosts: [docs.roboflow.com, universe.roboflow.com] } }189      - { name: Ultralytics, domain: ultralytics.com, country: US, importance: 1, aliases: [yolo, yolov8, yolo11], hints: { github_org: ultralytics, github_repos: [ultralytics/ultralytics], hosts: [docs.ultralytics.com] } }190      - { name: Kaggle, domain: kaggle.com, country: US, importance: 2, aliases: [kaggle models, kagglehub], hints: { github_org: Kaggle, github_repos: [Kaggle/kagglehub] } }191      - { name: Gradio, domain: gradio.app, country: US, importance: 1, hints: { github_org: gradio-app, github_repos: [gradio-app/gradio] }, note: "part of Hugging Face since 2021; kept for its own domain and release stream" }192      - { name: Streamlit, domain: streamlit.io, country: US, importance: 1, hints: { github_org: streamlit, github_repos: [streamlit/streamlit], hosts: [docs.streamlit.io] }, note: "owned by Snowflake" }193      - { name: Open WebUI, domain: openwebui.com, country: US, importance: 1, aliases: [open-webui], hints: { github_org: open-webui, github_repos: [open-webui/open-webui], hosts: [docs.openwebui.com] } }194      - { name: Jan, domain: jan.ai, country: SG, importance: 1, aliases: [menlo research, jan ai], hints: { github_org: menloresearch, github_repos: [menloresearch/jan], hf_author: Menlo } }195      - { name: Continue, domain: continue.dev, country: US, importance: 1, aliases: [continue dev], hints: { github_org: continuedev, github_repos: [continuedev/continue], hosts: [docs.continue.dev] } }196      - { name: Aider, domain: aider.chat, country: US, importance: 1, aliases: [aider ai], hints: { github_org: Aider-AI, github_repos: [Aider-AI/aider] } }197      - { name: OpenHands, domain: all-hands.dev, country: US, importance: 1, aliases: [all hands ai, opendevin], hints: { github_org: All-Hands-AI, github_repos: [All-Hands-AI/OpenHands] } }198      - { name: Cline, domain: cline.bot, country: US, importance: 1, hints: { github_org: cline, github_repos: [cline/cline], hosts: [docs.cline.bot] } }199      - { name: Goose, domain: block.xyz, country: US, importance: 1, aliases: [block, block goose, codename goose], hints: { github_org: block, github_repos: [block/goose], hosts: [block.github.io] } }200  - key: ai-cloud-services201    label: AI cloud services & enterprise AI platforms202    description: Hyperscaler AI platforms and model catalogues, and enterprise software vendors whose AI assistants and model services ship to millions of seats.203    provenance: "Gartner Magic Quadrant for Cloud AI Developer Services 2025 vendors + hyperscaler model catalogues (Bedrock, Azure AI Foundry, Vertex AI, OCI Generative AI, watsonx, Model Studio) (retrieved 2026-09-13)"204    members:205      - { name: Amazon Web Services, domain: amazon.com, country: US, importance: 3, aliases: [aws, amazon bedrock, sagemaker, amazon q, trainium, inferentia, amzn], hints: { github_org: aws, github_repos: [aws/aws-sdk-js-v3, boto/boto3, aws/sagemaker-python-sdk], ticker: AMZN, cik: "1018724", hosts: [aws.amazon.com, docs.aws.amazon.com, status.aws.amazon.com], urls: [{ url: "https://aws.amazon.com/bedrock/pricing/", kind: pricing }, { url: "https://docs.aws.amazon.com/bedrock/latest/userguide/bedrock-ug-doc-history.html", kind: changelog }, { url: "https://docs.aws.amazon.com/bedrock/latest/userguide/model-lifecycle.html", kind: models }] }, note: "AWS Health Dashboard JSON is served as UTF-16; status.aws.amazon.com is not an Atlassian page" }206      - { name: Microsoft, domain: microsoft.com, country: US, importance: 3, aliases: [azure, azure ai foundry, azure openai, copilot, microsoft ai, mai, phi, msft], hints: { github_org: microsoft, github_repos: [microsoft/semantic-kernel, microsoft/autogen, Azure/azure-sdk-for-python], hf_author: microsoft, ticker: MSFT, cik: "789019", hosts: [azure.microsoft.com, learn.microsoft.com, azure.status.microsoft, microsoft.ai], urls: [{ url: "https://learn.microsoft.com/en-us/azure/foundry/whats-new-foundry", kind: changelog }, { url: "https://learn.microsoft.com/en-us/azure/foundry-classic/openai/whats-new", kind: changelog }, { url: "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure", kind: models }] }, note: "azure.status.microsoft is a custom status page (history page is server-rendered)" }207      - { name: Google Cloud, domain: google.com, country: US, importance: 3, aliases: [google, vertex ai, gcp, tpu, cloud tpu, google research, googl, alphabet], hints: { github_org: googleapis, github_repos: [googleapis/python-genai, googleapis/js-genai], ticker: GOOGL, cik: "1652044", hosts: [cloud.google.com, research.google, ai.google, status.cloud.google.com], urls: [{ url: "https://docs.cloud.google.com/vertex-ai/generative-ai/docs/release-notes", kind: changelog }, { url: "https://cloud.google.com/gemini-enterprise-agent-platform/generative-ai/pricing", kind: pricing }, { url: "https://docs.cloud.google.com/gemini-enterprise-agent-platform/models/model-versions", kind: models }] }, note: "status.cloud.google.com exposes its own incidents.json, not an Atlassian summary" }208      - { name: Oracle, domain: oracle.com, country: US, importance: 3, aliases: [oci, oci generative ai, orcl], hints: { github_org: oracle, ticker: ORCL, cik: "1341439", hosts: [docs.oracle.com, ocistatus.oraclecloud.com], urls: [{ url: "https://docs.oracle.com/en-us/iaas/Content/generative-ai/pretrained-models.htm", kind: models }, { url: "https://docs.oracle.com/en-us/iaas/releasenotes/services/generative-ai/", kind: changelog }] }, note: "ocistatus.oraclecloud.com is a custom status page" }209      - { name: IBM, domain: ibm.com, country: US, importance: 3, aliases: [watsonx, ibm granite, granite, ibm research], hints: { github_org: ibm-granite, github_repos: [ibm-granite/granite-3.0-language-models, IBM/watsonx-ai-python-sdk], hf_author: ibm-granite, ticker: IBM, cik: "51143", hosts: [research.ibm.com, cloud.ibm.com, dataplatform.cloud.ibm.com], urls: [{ url: "https://www.ibm.com/granite", kind: models }, { url: "https://research.ibm.com/blog", kind: blog }] }, note: "cloud.ibm.com/status is a custom status page" }210      - { name: Alibaba Cloud, domain: alibabacloud.com, country: CN, importance: 3, aliases: [aliyun, model studio, bailian, baba], hints: { github_org: aliyun, ticker: BABA, hosts: [status.alibabacloud.com, aliyun.com, bailian.console.alibabacloud.com], urls: [{ url: "https://www.alibabacloud.com/help/en/model-studio/model-pricing", kind: pricing }] }, note: "status.alibabacloud.com is a JS shell" }211      - { name: Tencent Cloud, domain: tencentcloud.com, country: CN, importance: 2, aliases: [tencent cloud international, hunyuan api], hints: { github_org: TencentCloud, hosts: [status.cloud.tencent.com, cloud.tencent.com] }, note: "status.cloud.tencent.com is a JS shell" }212      - { name: Huawei Cloud, domain: huaweicloud.com, country: CN, importance: 2, aliases: [pangu, huawei cloud pangu models, modelarts], hints: { hosts: [status.huaweicloud.com, support.huaweicloud.com], urls: [{ url: "https://support.huaweicloud.com/intl/en-us/pangulm/index.html", kind: docs }] }, note: "status.huaweicloud.com is a JS shell" }213      - { name: Snowflake, domain: snowflake.com, country: US, importance: 2, aliases: [snowflake cortex, arctic, snow], hints: { github_org: Snowflake-Labs, hf_author: Snowflake, status_url: "https://status.snowflake.com", ticker: SNOW, hosts: [docs.snowflake.com], urls: [{ url: "https://docs.snowflake.com/en/user-guide/snowflake-cortex/aisql", kind: docs }, { url: "https://docs.snowflake.com/en/release-notes/behavior-changes", kind: changelog }, { url: "https://www.snowflake.com/en/pricing-options/", kind: pricing }] } }214      - { name: Databricks, domain: databricks.com, country: US, importance: 3, aliases: [mosaic ai, mosaicml, dbrx, lakehouse], hints: { github_org: databricks, github_repos: [databricks/databricks-sdk-py, mosaicml/composer], hosts: [docs.databricks.com, status.databricks.com, community.databricks.com], urls: [{ url: "https://docs.databricks.com/aws/en/release-notes/product/", kind: changelog }, { url: "https://docs.databricks.com/aws/en/machine-learning/model-serving/foundation-model-overview", kind: models }, { url: "https://www.databricks.com/product/pricing", kind: pricing }] }, note: "status.databricks.com is a custom status page" }215      - { name: Salesforce, domain: salesforce.com, country: US, importance: 2, aliases: [einstein, agentforce, slack ai, crm], hints: { github_org: salesforce, github_repos: [salesforce/LAVIS], hf_author: Salesforce, ticker: CRM, cik: "1108524", hosts: [status.salesforce.com, help.salesforce.com, developer.salesforce.com, salesforceairesearch.com] }, note: "status.salesforce.com is a custom Trust page" }216      - { name: ServiceNow, domain: servicenow.com, country: US, importance: 2, aliases: [now assist, now platform, servicenow ai, now], hints: { github_org: ServiceNow, hf_author: ServiceNow-AI, ticker: NOW, hosts: [docs.servicenow.com, servicenow.ai] } }217      - { name: SAP, domain: sap.com, country: DE, importance: 2, aliases: [joule, sap business ai, sap ai core], hints: { github_org: SAP, ticker: SAP, hosts: [help.sap.com, community.sap.com, news.sap.com] } }218      - { name: Canva, domain: canva.com, country: AU, importance: 2, aliases: [magic studio, canva ai, affinity], hints: { github_org: canva, hosts: [canva.dev, status.canva.com] }, note: "status.canva.com is a custom page" }219      - { name: Notion, domain: notion.com, country: US, importance: 2, aliases: [notion ai, notion.so], hints: { github_org: makenotion, status_url: "https://www.notion-status.com", hosts: [notion.so, developers.notion.com, notion-status.com], urls: [{ url: "https://www.notion.com/pricing", kind: pricing }, { url: "https://developers.notion.com/page/changelog", kind: changelog }] } }220      - { name: Cloudflare Workers AI, domain: cloudflare.com, country: US, importance: 2, aliases: [cloudflare, workers ai, ai gateway, net], hints: { github_org: cloudflare, status_url: "https://www.cloudflarestatus.com", ticker: NET, hosts: [developers.cloudflare.com, blog.cloudflare.com, cloudflarestatus.com], urls: [{ url: "https://developers.cloudflare.com/workers-ai/models/", kind: models }, { url: "https://developers.cloudflare.com/workers-ai/platform/pricing/", kind: pricing }, { url: "https://developers.cloudflare.com/workers-ai/changelog/", kind: changelog }] } }221      - { name: Palantir, domain: palantir.com, country: US, importance: 2, aliases: [aip, foundry, gotham, pltr], hints: { github_org: palantir, ticker: PLTR, cik: "1321655", hosts: [palantir.com, blog.palantir.com] } }222      - { name: C3 AI, domain: c3.ai, country: US, importance: 1, aliases: [c3.ai, c3 ai, ai], hints: { ticker: AI, hosts: [ir.c3.ai] } }223      - { name: DataRobot, domain: datarobot.com, country: US, importance: 1, hints: { github_org: datarobot, status_url: "https://status.datarobot.com", hosts: [docs.datarobot.com, status.datarobot.com] } }224      - { name: H2O.ai, domain: h2o.ai, country: US, importance: 1, aliases: [h2o, h2ogpt, danube], hints: { github_org: h2oai, github_repos: [h2oai/h2ogpt], hf_author: h2oai } }225      - { name: Dataiku, domain: dataiku.com, country: FR, importance: 1, hints: { github_org: dataiku, hosts: [doc.dataiku.com] } }226      - { name: Domino Data Lab, domain: dominodatalab.com, country: US, importance: 1, aliases: [domino], hints: { github_org: dominodatalab, hosts: [docs.dominodatalab.com] } }227      - { name: SAS, domain: sas.com, country: US, importance: 1, aliases: [sas viya, sas institute], hints: { github_org: sassoftware } }228      - { name: UiPath, domain: uipath.com, country: US, importance: 1, aliases: [agentic automation, path], hints: { github_org: UiPath, status_url: "https://status.uipath.com", ticker: PATH, hosts: [docs.uipath.com] } }229      - { name: Sierra, domain: sierra.ai, country: US, importance: 1, aliases: [sierra ai, agent os] }230      - { name: Decagon, domain: decagon.ai, country: US, importance: 1, aliases: [decagon ai] }231      - { name: Cresta, domain: cresta.com, country: US, importance: 1, aliases: [cresta ai] }232      - { name: Intercom, domain: intercom.com, country: US, importance: 1, aliases: [fin, fin ai agent], hints: { github_org: intercom, hosts: [developers.intercom.com, status.intercom.com], urls: [{ url: "https://www.intercom.com/pricing", kind: pricing }] }, note: "status.intercom.com is a custom page" }233      - { name: Zendesk, domain: zendesk.com, country: US, importance: 1, aliases: [zendesk ai, ultimate], hints: { github_org: zendesk, hosts: [status.zendesk.com, developer.zendesk.com, support.zendesk.com] }, note: "status.zendesk.com is a custom page" }234      - { name: Box, domain: box.com, country: US, importance: 1, aliases: [box ai], hints: { github_org: box, status_url: "https://status.box.com", hosts: [developer.box.com] } }235      - { name: Atlassian, domain: atlassian.com, country: AU, importance: 2, aliases: [rovo, jira, confluence, team], hints: { github_org: atlassian, status_url: "https://status.atlassian.com", ticker: TEAM, hosts: [developer.atlassian.com, community.atlassian.com], urls: [{ url: "https://developer.atlassian.com/cloud/jira/platform/changelog/", kind: changelog }] } }236      - { name: Workday, domain: workday.com, country: US, importance: 1, aliases: [workday illuminate, wday], hints: { ticker: WDAY, hosts: [status.workday.com, community.workday.com] } }237      - { name: Zoom, domain: zoom.com, country: US, importance: 1, aliases: [zoom ai companion, zoom video communications, zm, zoom.us], hints: { github_org: zoom, status_url: "https://www.zoomstatus.com", ticker: ZM, hosts: [zoom.us, developers.zoom.us, zoomstatus.com] } }238      - { name: Dropbox, domain: dropbox.com, country: US, importance: 1, aliases: [dropbox dash, dbx], hints: { github_org: dropbox, status_url: "https://status.dropbox.com", ticker: DBX } }239      - { name: HubSpot, domain: hubspot.com, country: US, importance: 1, aliases: [breeze, hubspot ai, hubs], hints: { github_org: HubSpot, status_url: "https://status.hubspot.com", ticker: HUBS, hosts: [developers.hubspot.com] } }240      - { name: Shopify, domain: shopify.com, country: CA, importance: 1, aliases: [shopify magic, sidekick, shop], hints: { github_org: Shopify, status_url: "https://www.shopifystatus.com", ticker: SHOP, hosts: [shopify.dev, shopifystatus.com], urls: [{ url: "https://shopify.dev/changelog", kind: changelog }] } }241      - { name: Adobe, domain: adobe.com, country: US, importance: 2, aliases: [firefly, adobe firefly, sensei, acrobat ai assistant, adbe], hints: { github_org: adobe, ticker: ADBE, cik: "796343", hosts: [developer.adobe.com, blog.adobe.com, helpx.adobe.com], urls: [{ url: "https://developer.adobe.com/firefly-services/docs/firefly-api/", kind: docs }] } }242  - key: ai-hardware243    label: AI hardware, semiconductors & compute supply chain244    description: Accelerator designers, foundries, memory and interconnect suppliers, lithography and server OEMs on which frontier training and inference capacity depends.245    provenance: "Curated from Epoch AI ML hardware dataset (https://epoch.ai/data/ml_hardware.csv), MLPerf submitters (https://mlcommons.org/benchmarks/) and the top AI-capex suppliers by revenue (retrieved 2026-09-13)"246    members:247      - { name: NVIDIA, domain: nvidia.com, country: US, importance: 3, aliases: [nvda, cuda, tensorrt, nim, dgx, blackwell, rubin, nemotron], hints: { github_org: NVIDIA, github_repos: [NVIDIA/TensorRT-LLM, NVIDIA/NeMo, NVIDIA/cutlass], hf_author: nvidia, ticker: NVDA, cik: "1045810", hosts: [docs.nvidia.com, developer.nvidia.com, research.nvidia.com, investor.nvidia.com, build.nvidia.com, nvidianews.nvidia.com], urls: [{ url: "https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html", kind: changelog }, { url: "https://docs.nvidia.com/deeplearning/tensorrt/latest/getting-started/release-notes.html", kind: changelog }, { url: "https://research.nvidia.com/publications", kind: blog }] }, note: "api.ngc.nvidia.com requires authentication" }248      - { name: AMD, domain: amd.com, country: US, importance: 3, aliases: [advanced micro devices, rocm, instinct, mi300, mi350, epyc, ryzen ai], hints: { github_org: ROCm, github_repos: [ROCm/ROCm, ROCm/pytorch], hf_author: amd, ticker: AMD, cik: "2488", hosts: [rocm.docs.amd.com, ir.amd.com, community.amd.com], urls: [{ url: "https://rocm.docs.amd.com/en/latest/about/release-notes.html", kind: changelog }] } }249      - { name: Intel, domain: intel.com, country: US, importance: 3, aliases: [gaudi, xeon, intc, openvino, habana], hints: { github_org: intel, github_repos: [openvinotoolkit/openvino, intel/intel-extension-for-pytorch], hf_author: Intel, ticker: INTC, cik: "50863", hosts: [intc.com, newsroom.intel.com, docs.openvino.ai, habana.ai] } }250      - { name: Graphcore, domain: graphcore.ai, country: GB, importance: 1, aliases: [ipu, bow ipu, softbank graphcore], hints: { github_org: graphcore }, note: "acquired by SoftBank Group in 2024" }251      - { name: Tenstorrent, domain: tenstorrent.com, country: CA, importance: 2, aliases: [wormhole, blackhole, tt-metal], hints: { github_org: tenstorrent, github_repos: [tenstorrent/tt-metal] } }252      - { name: Etched, domain: etched.com, country: US, importance: 1, aliases: [sohu, etched ai] }253      - { name: d-Matrix, domain: d-matrix.ai, country: US, importance: 1, aliases: [dmatrix, corsair] }254      - { name: Lightmatter, domain: lightmatter.co, country: US, importance: 1, aliases: [passage, envise] }255      - { name: Mythic, domain: mythic.ai, country: US, importance: 1, aliases: [mythic ai, analog matrix processor] }256      - { name: Hailo, domain: hailo.ai, country: IL, importance: 1, aliases: [hailo-8, hailo-10], hints: { github_org: hailo-ai } }257      - { name: Qualcomm, domain: qualcomm.com, country: US, importance: 2, aliases: [qcom, snapdragon, cloud ai 100, qualcomm ai hub, hexagon npu], hints: { github_org: quic, hf_author: qualcomm, ticker: QCOM, cik: "804328", hosts: [aihub.qualcomm.com, investor.qualcomm.com] } }258      - { name: Arm, domain: arm.com, country: GB, importance: 2, aliases: [arm holdings, neoverse, ethos, kleidiai], hints: { github_org: ARM-software, ticker: ARM, hosts: [developer.arm.com, investors.arm.com, newsroom.arm.com] } }259      - { name: TSMC, domain: tsmc.com, country: TW, importance: 3, aliases: [taiwan semiconductor manufacturing company, tsm, 2330.tw, cowos], hints: { ticker: TSM, hosts: [investor.tsmc.com, pr.tsmc.com] } }260      - { name: Samsung Electronics, domain: samsung.com, country: KR, importance: 3, aliases: [samsung, samsung semiconductor, hbm3e, 005930.ks], hints: { github_org: Samsung, hosts: [semiconductor.samsung.com, news.samsung.com, research.samsung.com] } }261      - { name: SK hynix, domain: skhynix.com, country: KR, importance: 3, aliases: [sk hynix, hbm, hbm4, 000660.ks], hints: { hosts: [news.skhynix.com] } }262      - { name: Micron Technology, domain: micron.com, country: US, importance: 2, aliases: [micron, mu, hbm3e], hints: { ticker: MU, cik: "723125", hosts: [investors.micron.com] } }263      - { name: ASML, domain: asml.com, country: NL, importance: 3, aliases: [asml holding, euv, high-na euv], hints: { ticker: ASML, hosts: [ir.asml.com] } }264      - { name: Broadcom, domain: broadcom.com, country: US, importance: 3, aliases: [avgo, vmware, tomahawk, custom asic, xpu], hints: { ticker: AVGO, cik: "1730168", hosts: [investors.broadcom.com, docs.broadcom.com, techdocs.broadcom.com] } }265      - { name: Marvell Technology, domain: marvell.com, country: US, importance: 2, aliases: [marvell, mrvl], hints: { ticker: MRVL, cik: "1835632", hosts: [investor.marvell.com] } }266      - { name: Astera Labs, domain: asteralabs.com, country: US, importance: 1, aliases: [alab, aries, scorpio], hints: { ticker: ALAB, hosts: [ir.asteralabs.com] } }267      - { name: Supermicro, domain: supermicro.com, country: US, importance: 2, aliases: [super micro computer, smci], hints: { ticker: SMCI, cik: "1375365", hosts: [ir.supermicro.com] } }268      - { name: Dell Technologies, domain: dell.com, country: US, importance: 2, aliases: [dell, dell ai factory, poweredge], hints: { github_org: dell, ticker: DELL, cik: "1571996", hosts: [investors.delltechnologies.com, infohub.delltechnologies.com] } }269      - { name: Hewlett Packard Enterprise, domain: hpe.com, country: US, importance: 2, aliases: [hpe, cray, hpe private cloud ai, juniper], hints: { github_org: hewlettpackard, ticker: HPE, cik: "1645590", hosts: [investors.hpe.com, community.hpe.com] } }270      - { name: Lenovo, domain: lenovo.com, country: CN, importance: 2, aliases: [0992.hk, thinksystem], hints: { hosts: [investor.lenovo.com, news.lenovo.com, lenovopress.lenovo.com] } }271      - { name: Foxconn, domain: honhai.com, country: TW, importance: 2, aliases: [hon hai precision industry, hon hai, 2317.tw, foxconn], hints: { hosts: [foxconn.com] } }272      - { name: Ampere Computing, domain: amperecomputing.com, country: US, importance: 1, aliases: [ampere, altra, ampereone], hints: { github_org: AmpereComputing }, note: "acquired by SoftBank Group in 2025" }273      - { name: FuriosaAI, domain: furiosa.ai, country: KR, importance: 1, aliases: [furiosa, rngd], hints: { github_org: furiosa-ai, hf_author: furiosa-ai } }274      - { name: Rebellions, domain: rebellions.ai, country: KR, importance: 1, aliases: [rebel, atom, sapeon], hints: { github_org: rebellions-sw } }275      - { name: Axelera AI, domain: axelera.ai, country: NL, importance: 1, aliases: [axelera, metis], hints: { github_org: axelera-ai } }276      - { name: SiFive, domain: sifive.com, country: US, importance: 1, aliases: [risc-v, intelligence x390], hints: { github_org: sifive } }277      - { name: MatX, domain: matx.com, country: US, importance: 1 }278      - { name: Positron, domain: positron.ai, country: US, importance: 1, aliases: [positron ai, atlas] }279      - { name: Fractile, domain: fractile.ai, country: GB, importance: 1 }280      - { name: Cambricon, domain: cambricon.com, country: CN, importance: 2, aliases: [688256.ss, siyuan], hints: { github_org: Cambricon } }281      - { name: Huawei, domain: huawei.com, country: CN, importance: 3, aliases: [ascend, hisilicon, cann, mindspore, atlas 900, cloudmatrix], hints: { github_org: Ascend, hosts: [ascend.com, hiascend.com, gitee.com] } }282      - { name: Biren Technology, domain: birentech.com, country: CN, importance: 1, aliases: [biren, br100] }283      - { name: Moore Threads, domain: mthreads.com, country: CN, importance: 1, aliases: [mtt s4000], hints: { github_org: MooreThreads } }284      - { name: Enflame, domain: enflame-tech.com, country: CN, importance: 1, aliases: [enflame technology, suiyuan] }285      - { name: Applied Materials, domain: appliedmaterials.com, country: US, importance: 2, aliases: [amat], hints: { ticker: AMAT, cik: "6951", hosts: [ir.appliedmaterials.com] } }286      - { name: Lam Research, domain: lamresearch.com, country: US, importance: 2, aliases: [lrcx], hints: { ticker: LRCX, cik: "707549", hosts: [investor.lamresearch.com] } }287      - { name: KLA, domain: kla.com, country: US, importance: 2, aliases: [klac, kla corporation], hints: { ticker: KLAC, cik: "319201", hosts: [ir.kla.com] } }288      - { name: Tokyo Electron, domain: tel.com, country: JP, importance: 2, aliases: [tel, 8035.t], hints: { hosts: [tel.co.jp] } }289      - { name: GlobalFoundries, domain: gf.com, country: US, importance: 1, aliases: [gfs, globalfoundries inc], hints: { ticker: GFS, hosts: [investors.gf.com] } }290      - { name: Rapidus, domain: rapidus.inc, country: JP, importance: 1 }291      - { name: Celestial AI, domain: celestial.ai, country: US, importance: 1, aliases: [photonic fabric] }292      - { name: Ayar Labs, domain: ayarlabs.com, country: US, importance: 1, aliases: [teraphy, optical i/o] }293      - { name: Enfabrica, domain: enfabrica.net, country: US, importance: 1, aliases: [acf-s] }294      - { name: Arista Networks, domain: arista.com, country: US, importance: 2, aliases: [anet, etherlink], hints: { ticker: ANET, cik: "1596532", hosts: [investors.arista.com] } }295      - { name: Cisco, domain: cisco.com, country: US, importance: 2, aliases: [csco, silicon one, nexus, cisco ai], hints: { github_org: cisco, ticker: CSCO, cik: "858877", hosts: [investor.cisco.com, newsroom.cisco.com, blogs.cisco.com] } }296      - { name: Vertiv, domain: vertiv.com, country: US, importance: 1, aliases: [vrt, liquid cooling], hints: { ticker: VRT, hosts: [investors.vertiv.com] } }297      - { name: Schneider Electric, domain: se.com, country: FR, importance: 1, aliases: [schneider, su.pa, apc], hints: { hosts: [se.com] } }298      - { name: Eaton, domain: eaton.com, country: IE, importance: 1, aliases: [etn], hints: { ticker: ETN, hosts: [investors.eaton.com] } }299      - { name: Pure Storage, domain: purestorage.com, country: US, importance: 1, aliases: [pstg, flashblade, airi], hints: { ticker: PSTG, hosts: [investor.purestorage.com] } }300      - { name: NetApp, domain: netapp.com, country: US, importance: 1, aliases: [ntap, ontap], hints: { ticker: NTAP, hosts: [investors.netapp.com] } }301      - { name: VAST Data, domain: vastdata.com, country: US, importance: 1, aliases: [vast], hints: { github_org: vast-data } }302      - { name: WEKA, domain: weka.io, country: US, importance: 1, aliases: [wekaio, weka data platform], hints: { github_org: weka, hosts: [docs.weka.io] } }303      - { name: DDN, domain: ddn.com, country: US, importance: 1, aliases: [datadirect networks, exascaler, infinia] }304      - { name: Western Digital, domain: westerndigital.com, country: US, importance: 1, aliases: [wdc], hints: { ticker: WDC, hosts: [investor.wdc.com] } }305      - { name: Seagate Technology, domain: seagate.com, country: US, importance: 1, aliases: [seagate, stx, hamr], hints: { ticker: STX, hosts: [investors.seagate.com] } }306  - key: ai-research-and-policy307    label: AI research institutes, evaluators & policy bodies308    description: Academic labs, independent research organizations, benchmark and evaluation providers, safety institutes, standards bodies and policy forums shaping the field.309    provenance: "CSRankings AI top institutions (https://csrankings.org), Stanford AI Index 2025 report contributors, OECD.AI partner list and the International Network of AI Safety Institutes (retrieved 2026-09-13)"310    members:311      - { name: Stanford University, domain: stanford.edu, country: US, importance: 3, aliases: [stanford hai, stanford crfm, helm, ai index, stanford ai lab, sail], hints: { github_org: stanford-crfm, github_repos: [stanford-crfm/helm], hf_author: stanford-crfm, hosts: [hai.stanford.edu, crfm.stanford.edu, ai.stanford.edu, aiindex.stanford.edu], urls: [{ url: "https://hai.stanford.edu/news", kind: news }, { url: "https://crfm.stanford.edu/blog.html", kind: blog }] } }312      - { name: University of California Berkeley, domain: berkeley.edu, country: US, importance: 3, aliases: [uc berkeley, bair, berkeley artificial intelligence research, sky computing lab, berkeley rdi], hints: { hosts: [bair.berkeley.edu, sky.cs.berkeley.edu, rdi.berkeley.edu] } }313      - { name: Massachusetts Institute of Technology, domain: mit.edu, country: US, importance: 3, aliases: [mit, csail, mit csail, mit schwarzman college of computing, mit media lab], hints: { github_org: mit-han-lab, hf_author: mit-han-lab, hosts: [csail.mit.edu, news.mit.edu, computing.mit.edu], urls: [{ url: "https://news.mit.edu/topic/artificial-intelligence2", kind: news }] } }314      - { name: Carnegie Mellon University, domain: cmu.edu, country: US, importance: 2, aliases: [cmu, machine learning department, language technologies institute, lti], hints: { hosts: [ml.cmu.edu, lti.cs.cmu.edu, cs.cmu.edu] } }315      - { name: Mila, domain: mila.quebec, country: CA, importance: 2, aliases: [mila quebec ai institute, montreal institute for learning algorithms], hints: { github_org: mila-iqia, hosts: [mila.quebec] } }316      - { name: Vector Institute, domain: vectorinstitute.ai, country: CA, importance: 2, aliases: [vector], hints: { github_org: VectorInstitute } }317      - { name: Amii, domain: amii.ca, country: CA, importance: 1, aliases: [alberta machine intelligence institute] }318      - { name: University of Oxford, domain: ox.ac.uk, country: GB, importance: 2, aliases: [oxford, oxford martin ai governance initiative, aigi, oxford internet institute, future of humanity institute, fhi], hints: { hosts: [aigi.ox.ac.uk, oii.ox.ac.uk, cs.ox.ac.uk] }, note: "the Future of Humanity Institute closed in April 2024; AIGI is the active AI governance centre" }319      - { name: University of Cambridge, domain: cam.ac.uk, country: GB, importance: 2, aliases: [cambridge, leverhulme centre for the future of intelligence, lcfi, cser], hints: { hosts: [lcfi.ac.uk, cser.ac.uk, cst.cam.ac.uk] } }320      - { name: The Alan Turing Institute, domain: turing.ac.uk, country: GB, importance: 2, aliases: [alan turing institute, turing institute], hints: { github_org: alan-turing-institute } }321      - { name: Inria, domain: inria.fr, country: FR, importance: 2, aliases: [inria, institut national de recherche en sciences et technologies du numerique, scikit-learn], hints: { github_org: inria, hosts: [scikit-learn.org] } }322      - { name: Max Planck Society, domain: mpg.de, country: DE, importance: 2, aliases: [max planck institute for intelligent systems, mpi-is, ellis], hints: { hosts: [is.mpg.de, ellis.eu] } }323      - { name: ETH Zurich, domain: ethz.ch, country: CH, importance: 2, aliases: [eth ai center, eth zürich, swiss ai initiative, apertus], hints: { github_org: eth-sri, hf_author: swiss-ai, hosts: [ai.ethz.ch, swiss-ai.org] } }324      - { name: EPFL, domain: epfl.ch, country: CH, importance: 2, aliases: [ecole polytechnique federale de lausanne, epfl ai center, meditron], hints: { github_org: epfLLM, hf_author: epfl-llm, hosts: [ai.epfl.ch] } }325      - { name: Tsinghua University, domain: tsinghua.edu.cn, country: CN, importance: 2, aliases: [tsinghua, thudm, knowledge engineering group, tsinghua air], hints: { github_org: THUDM, hosts: [air.tsinghua.edu.cn] } }326      - { name: Peking University, domain: pku.edu.cn, country: CN, importance: 2, aliases: [peking, pku, beida, pku-alignment], hints: { github_org: PKU-Alignment, hf_author: PKU-Alignment } }327      - { name: Shanghai AI Laboratory, domain: shlab.org.cn, country: CN, importance: 2, aliases: [shanghai ai lab, internlm, opencompass, intern-s1], hints: { github_org: InternLM, github_repos: [InternLM/InternLM, open-compass/opencompass], hf_author: internlm, hosts: [opencompass.org.cn, internlm.intern-ai.org.cn] } }328      - { name: Beijing Academy of Artificial Intelligence, domain: baai.ac.cn, country: CN, importance: 2, aliases: [baai, bge, emu, flagopen], hints: { github_org: FlagOpen, github_repos: [FlagOpen/FlagEmbedding], hf_author: BAAI, hosts: [flagopen.baai.ac.cn] } }329      - { name: Epoch AI, domain: epoch.ai, country: US, importance: 2, aliases: [epochai], hints: { github_org: epoch-research, urls: [{ url: "https://epoch.ai/data/notable_ai_models.csv", kind: data }, { url: "https://epoch.ai/data/large_scale_ai_models.csv", kind: data }, { url: "https://epoch.ai/data/ml_hardware.csv", kind: data }, { url: "https://epoch.ai/data/gpu_clusters.csv", kind: data }] } }330      - { name: METR, domain: metr.org, country: US, importance: 2, aliases: [model evaluation and threat research, arc evals], hints: { github_org: METR, hosts: [metr.github.io] } }331      - { name: Apollo Research, domain: apolloresearch.ai, country: GB, importance: 1, aliases: [apollo], hints: { github_org: ApolloResearch } }332      - { name: ARC Prize Foundation, domain: arcprize.org, country: US, importance: 2, aliases: [arc prize, arc-agi, abstraction and reasoning corpus], hints: { github_org: arcprize, github_repos: [arcprize/ARC-AGI-2] } }333      - { name: LMArena, domain: lmarena.ai, country: US, importance: 2, aliases: [chatbot arena, arena], hints: { github_org: lmarena, hf_author: lmarena-ai, hosts: [blog.lmarena.ai, news.lmarena.ai] } }334      - { name: LMSYS Org, domain: lmsys.org, country: US, importance: 1, aliases: [lmsys, large model systems organization, vicuna, fastchat], hints: { github_org: lm-sys, github_repos: [lm-sys/FastChat], hf_author: lmsys } }335      - { name: Artificial Analysis, domain: artificialanalysis.ai, country: US, importance: 2, aliases: [artificialanalysis], hints: { urls: [{ url: "https://artificialanalysis.ai/leaderboards/models", kind: data }, { url: "https://artificialanalysis.ai/models", kind: models }] } }336      - { name: Papers with Code, domain: paperswithcode.com, country: US, importance: 1, aliases: [pwc, sota], note: "Meta shut the site down in July 2025 and redirected it to Hugging Face Papers; kept for entity linking of historical mentions" }337      - { name: arXiv, domain: arxiv.org, country: US, importance: 3, aliases: [arxiv.org, cs.ai, cs.lg, cs.cl], hints: { github_org: arXiv, hosts: [export.arxiv.org, blog.arxiv.org, info.arxiv.org] } }338      - { name: MLCommons, domain: mlcommons.org, country: US, importance: 2, aliases: [mlperf, ailuminate, mlc], hints: { github_org: mlcommons, github_repos: [mlcommons/inference, mlcommons/training] } }339      - { name: Partnership on AI, domain: partnershiponai.org, country: US, importance: 1, aliases: [pai] }340      - { name: Center for AI Safety, domain: safe.ai, country: US, importance: 2, aliases: [cais, humanity's last exam, hle], hints: { github_org: centerforaisafety, hf_author: cais } }341      - { name: Centre for the Governance of AI, domain: governance.ai, country: GB, importance: 1, aliases: [govai] }342      - { name: Georgetown University, domain: georgetown.edu, country: US, importance: 2, aliases: [center for security and emerging technology, cset, georgetown cset], hints: { hosts: [cset.georgetown.edu], urls: [{ url: "https://cset.georgetown.edu/publications/", kind: blog }] } }343      - { name: AI Now Institute, domain: ainowinstitute.org, country: US, importance: 1, aliases: [ai now] }344      - { name: Ada Lovelace Institute, domain: adalovelaceinstitute.org, country: GB, importance: 1, aliases: [ada lovelace] }345      - { name: National Institute of Standards and Technology, domain: nist.gov, country: US, importance: 3, aliases: [nist, caisi, center for ai standards and innovation, us aisi, ai risk management framework, ai rmf], hints: { github_org: usnistgov, hosts: [airc.nist.gov, csrc.nist.gov], urls: [{ url: "https://www.nist.gov/caisi", kind: other }, { url: "https://www.nist.gov/news-events/news", kind: news }] } }346      - { name: UK AI Security Institute, domain: aisi.gov.uk, country: GB, importance: 3, aliases: [aisi, uk aisi, ai safety institute, inspect], hints: { github_org: UKGovernmentBEIS, github_repos: [UKGovernmentBEIS/inspect_ai], hosts: [inspect.aisi.org.uk, aisi.org.uk] } }347      - { name: European Commission AI Office, domain: ec.europa.eu, country: EU, importance: 3, aliases: [european ai office, eu ai office, ai act, european commission, general-purpose ai code of practice], hints: { hosts: [digital-strategy.ec.europa.eu, artificialintelligenceact.eu], urls: [{ url: "https://digital-strategy.ec.europa.eu/en/policies/ai-office", kind: other }, { url: "https://digital-strategy.ec.europa.eu/en/policies/regulatory-framework-ai", kind: legal }] } }348      - { name: OECD.AI, domain: oecd.ai, country: INT, importance: 2, aliases: [oecd ai policy observatory, oecd ai principles], hints: { hosts: [oecd.org] } }349      - { name: Global Partnership on AI, domain: gpai.ai, country: INT, importance: 1, aliases: [gpai] }350      - { name: Frontier Model Forum, domain: frontiermodelforum.org, country: US, importance: 2, aliases: [fmf] }351      - { name: The AI Alliance, domain: thealliance.ai, country: US, importance: 1, aliases: [ai alliance], hints: { github_org: The-AI-Alliance } }352      - { name: Future of Life Institute, domain: futureoflife.org, country: US, importance: 1, aliases: [fli, ai safety index] }353      - { name: Redwood Research, domain: redwoodresearch.org, country: US, importance: 1, aliases: [redwood, ai control], hints: { github_org: redwoodresearch } }354      - { name: FAR.AI, domain: far.ai, country: US, importance: 1, aliases: [far ai, fund for alignment research], hints: { github_org: AlignmentResearch } }355      - { name: Alignment Research Center, domain: alignment.org, country: US, importance: 1, aliases: [arc theory, arc] }356      - { name: Transluce, domain: transluce.org, country: US, importance: 1, hints: { github_org: TransluceAI } }357      - { name: Goodfire, domain: goodfire.ai, country: US, importance: 1, aliases: [goodfire ai, ember], hints: { github_org: goodfire-ai } }358      - { name: Institute for AI Policy and Strategy, domain: iaps.ai, country: US, importance: 1, aliases: [iaps] }359      - { name: RAND Corporation, domain: rand.org, country: US, importance: 2, aliases: [rand, rand meselson center, geopolitics of agi], hints: { github_org: RANDCorporation } }360      - { name: Japan AI Safety Institute, domain: aisi.go.jp, country: JP, importance: 2, aliases: [j-aisi, japan aisi, ipa] }361      - { name: Korea AI Safety Institute, domain: etri.re.kr, country: KR, importance: 1, aliases: [korea aisi, k-aisi, etri], hints: { hosts: [aisi.re.kr] }, note: "the Korea AISI is hosted by ETRI (Electronics and Telecommunications Research Institute)" }362      - { name: CIFAR, domain: cifar.ca, country: CA, importance: 1, aliases: [pan-canadian ai strategy, canadian institute for advanced research, caisi] }363      - { name: AI Verify Foundation, domain: aiverifyfoundation.sg, country: SG, importance: 1, aliases: [ai verify, imda], hints: { github_org: aiverify-foundation } }364      - { name: NeurIPS, domain: neurips.cc, country: INT, importance: 2, aliases: [neural information processing systems, nips] }365      - { name: ICML, domain: icml.cc, country: INT, importance: 2, aliases: [international conference on machine learning] }366      - { name: ICLR, domain: iclr.cc, country: INT, importance: 2, aliases: [international conference on learning representations] }367      - { name: Association for Computational Linguistics, domain: aclweb.org, country: INT, importance: 1, aliases: [acl, acl anthology], hints: { hosts: [aclanthology.org] } }368      - { name: Computer Vision Foundation, domain: thecvf.com, country: INT, importance: 1, aliases: [cvf, cvpr, iccv, eccv], hints: { hosts: [cvpr.thecvf.com, openaccess.thecvf.com] } }369      - { name: AAAI, domain: aaai.org, country: US, importance: 1, aliases: [association for the advancement of artificial intelligence] }370      - { name: OpenReview, domain: openreview.net, country: US, importance: 1, hints: { github_org: openreview } }371      - { name: Semantic Scholar, domain: semanticscholar.org, country: US, importance: 1, aliases: [s2], hints: { hosts: [api.semanticscholar.org] }, note: "operated by Ai2 (allenai.org); kept for its own domain and API" }372      - { name: Vellum, domain: vellum.ai, country: US, importance: 1, aliases: [llm leaderboard], hints: { github_org: vellum-ai } }373  - key: ai-applications374    label: AI-native applications, agents & embodied AI375    description: Consumer and enterprise AI applications, coding assistants, AI in science and healthcare, autonomous driving and robotics companies.376    provenance: "Forbes AI 50 2025 (https://www.forbes.com/lists/ai50/), CB Insights AI 100 2025, a16z Top 100 Gen AI Consumer Apps and the Humanoid Robotics index (retrieved 2026-09-13)"377    members:378      - { name: Poe, domain: poe.com, country: US, importance: 1, aliases: [quora poe, quora], hints: { github_org: poe-platform, hosts: [creator.poe.com, quora.com] } }379      - { name: Jasper, domain: jasper.ai, country: US, importance: 1, aliases: [jasper ai] }380      - { name: Copy.ai, domain: copy.ai, country: US, importance: 1, aliases: [copy ai] }381      - { name: Glean, domain: glean.com, country: US, importance: 2, aliases: [glean ai, work ai], hints: { github_org: gleanwork, hosts: [developers.glean.com, status.glean.com] } }382      - { name: Harvey, domain: harvey.ai, country: US, importance: 2, aliases: [harvey ai] }383      - { name: Hebbia, domain: hebbia.com, country: US, importance: 1, aliases: [hebbia ai, matrix] }384      - { name: Abridge, domain: abridge.com, country: US, importance: 1, aliases: [abridge ai] }385      - { name: Ambience Healthcare, domain: ambiencehealthcare.com, country: US, importance: 1, aliases: [ambience] }386      - { name: Nuance Communications, domain: nuance.com, country: US, importance: 1, aliases: [nuance, dragon copilot, dax copilot], note: "owned by Microsoft since 2022" }387      - { name: Tempus AI, domain: tempus.com, country: US, importance: 1, aliases: [tempus, tem], hints: { ticker: TEM, hosts: [investors.tempus.com] } }388      - { name: Insilico Medicine, domain: insilico.com, country: HK, importance: 1, aliases: [insilico, pharma.ai] }389      - { name: Recursion Pharmaceuticals, domain: recursion.com, country: US, importance: 1, aliases: [recursion, rxrx, exscientia], hints: { github_org: recursionpharma, ticker: RXRX, cik: "1601830", hosts: [ir.recursion.com] } }390      - { name: Isomorphic Labs, domain: isomorphiclabs.com, country: GB, importance: 2, aliases: [isomorphic, alphafold 3], hints: { github_org: google-deepmind } }391      - { name: EvolutionaryScale, domain: evolutionaryscale.ai, country: US, importance: 1, aliases: [esm3, esm], hints: { github_org: evolutionaryscale, github_repos: [evolutionaryscale/esm] } }392      - { name: Chai Discovery, domain: chaidiscovery.com, country: US, importance: 1, aliases: [chai-1, chai-2], hints: { github_org: chaidiscovery, github_repos: [chaidiscovery/chai-lab] } }393      - { name: Profluent, domain: profluent.bio, country: US, importance: 1, aliases: [profluent bio, openCRISPR], hints: { github_org: Profluent-AI, hf_author: Profluent-Bio } }394      - { name: Xaira Therapeutics, domain: xaira.com, country: US, importance: 1, aliases: [xaira] }395      - { name: OpenEvidence, domain: openevidence.com, country: US, importance: 1, aliases: [open evidence] }396      - { name: Hippocratic AI, domain: hippocraticai.com, country: US, importance: 1, aliases: [hippocratic] }397      - { name: Viz.ai, domain: viz.ai, country: US, importance: 1, aliases: [viz ai] }398      - { name: PathAI, domain: pathai.com, country: US, importance: 1, aliases: [path ai] }399      - { name: Aidoc, domain: aidoc.com, country: IL, importance: 1 }400      - { name: Owkin, domain: owkin.com, country: FR, importance: 1, hints: { github_org: owkin } }401      - { name: Waymo, domain: waymo.com, country: US, importance: 3, aliases: [waymo one, waymo driver, alphabet waymo], hints: { github_org: waymo-research, github_repos: [waymo-research/waymo-open-dataset], hosts: [waymo.com] } }402      - { name: Tesla, domain: tesla.com, country: US, importance: 3, aliases: [tesla ai, fsd, full self-driving, optimus, dojo, robotaxi, tsla], hints: { ticker: TSLA, cik: "1318605", hosts: [ir.tesla.com, tesla.com] } }403      - { name: Wayve, domain: wayve.ai, country: GB, importance: 2, aliases: [wayve ai, gaia-1, av2.0], hints: { github_org: wayveai } }404      - { name: Figure AI, domain: figure.ai, country: US, importance: 2, aliases: [figure, figure 02, figure 03, helix] }405      - { name: 1X Technologies, domain: 1x.tech, country: "NO", importance: 2, aliases: [1x, neo, neo gamma] }406      - { name: Agility Robotics, domain: agilityrobotics.com, country: US, importance: 2, aliases: [agility, digit] }407      - { name: Apptronik, domain: apptronik.com, country: US, importance: 1, aliases: [apollo humanoid] }408      - { name: Physical Intelligence, domain: physicalintelligence.company, country: US, importance: 2, aliases: [pi, π0, pi zero], hints: { github_org: Physical-Intelligence, github_repos: [Physical-Intelligence/openpi] } }409      - { name: Skild AI, domain: skild.ai, country: US, importance: 1, aliases: [skild, skild brain] }410      - { name: Covariant, domain: covariant.ai, country: US, importance: 1, aliases: [rfm-1], note: "founders and part of the team joined Amazon in 2024; the company continues" }411      - { name: Boston Dynamics, domain: bostondynamics.com, country: US, importance: 2, aliases: [atlas, spot, stretch, hyundai boston dynamics], hints: { github_org: boston-dynamics, hosts: [dev.bostondynamics.com, support.bostondynamics.com] } }412      - { name: Unitree Robotics, domain: unitree.com, country: CN, importance: 2, aliases: [unitree, g1, h1, go2], hints: { github_org: unitreerobotics } }413      - { name: Synthesia, domain: synthesia.io, country: GB, importance: 2, aliases: [synthesia ai], hints: { hosts: [docs.synthesia.io, help.synthesia.io] } }414      - { name: HeyGen, domain: heygen.com, country: US, importance: 1, aliases: [hey gen], hints: { status_url: "https://status.heygen.com", hosts: [docs.heygen.com, status.heygen.com] } }415      - { name: D-ID, domain: d-id.com, country: IL, importance: 1, aliases: [did], hints: { hosts: [docs.d-id.com] } }416      - { name: Descript, domain: descript.com, country: US, importance: 1, aliases: [underlord], hints: { github_org: descriptinc } }417      - { name: Otter.ai, domain: otter.ai, country: US, importance: 1, aliases: [otter, otterpilot], hints: { status_url: "https://status.otter.ai" } }418      - { name: Fireflies.ai, domain: fireflies.ai, country: US, importance: 1, aliases: [fireflies], hints: { hosts: [status.fireflies.ai, docs.fireflies.ai] } }419      - { name: Read AI, domain: read.ai, country: US, importance: 1, aliases: [read.ai, readai] }420      - { name: Grammarly, domain: grammarly.com, country: US, importance: 2, aliases: [grammarlygo, superhuman, coda], hints: { github_org: grammarly, status_url: "https://status.grammarly.com", hosts: [developer.grammarly.com, support.grammarly.com] } }421      - { name: Duolingo, domain: duolingo.com, country: US, importance: 2, aliases: [duolingo max, duol], hints: { github_org: duolingo, status_url: "https://status.duolingo.com", ticker: DUOL, hosts: [blog.duolingo.com, investors.duolingo.com] } }422      - { name: Khan Academy, domain: khanacademy.org, country: US, importance: 1, aliases: [khanmigo], hints: { github_org: Khan, status_url: "https://status.khanacademy.org", hosts: [blog.khanacademy.org, support.khanacademy.org] } }423      - { name: Speak, domain: speak.com, country: US, importance: 1, aliases: [speak ai, speakeasy labs] }424      - { name: Photoroom, domain: photoroom.com, country: FR, importance: 1, hints: { hosts: [docs.photoroom.com] } }425      - { name: Figma, domain: figma.com, country: US, importance: 2, aliases: [figma ai, figma make, fig], hints: { github_org: figma, status_url: "https://status.figma.com", ticker: FIG, hosts: [help.figma.com, developers.figma.com], urls: [{ url: "https://www.figma.com/pricing/", kind: pricing }, { url: "https://www.figma.com/release-notes/", kind: changelog }] } }426      - { name: Lovable, domain: lovable.dev, country: SE, importance: 2, aliases: [lovable ai, gpt engineer], hints: { github_org: lovable-labs, status_url: "https://status.lovable.dev", hosts: [docs.lovable.dev], urls: [{ url: "https://docs.lovable.dev/changelog", kind: changelog }, { url: "https://lovable.dev/pricing", kind: pricing }] } }427      - { name: StackBlitz, domain: stackblitz.com, country: US, importance: 2, aliases: [bolt, bolt.new, webcontainers], hints: { github_org: stackblitz, github_repos: [stackblitz/bolt.new, stackblitz/webcontainer-core], status_url: "https://status.bolt.new", hosts: [bolt.new, support.bolt.new] } }428      - { name: Sourcegraph, domain: sourcegraph.com, country: US, importance: 2, aliases: [cody, amp, ampcode], hints: { github_org: sourcegraph, github_repos: [sourcegraph/sourcegraph-public-snapshot], status_url: "https://sourcegraphstatus.com", hosts: [ampcode.com, sourcegraphstatus.com], urls: [{ url: "https://sourcegraph.com/changelog", kind: changelog }, { url: "https://sourcegraph.com/blog", kind: blog }] } }429      - { name: Tabnine, domain: tabnine.com, country: IL, importance: 1, hints: { github_org: codota, status_url: "https://status.tabnine.com", hosts: [docs.tabnine.com, status.tabnine.com] } }430      - { name: Windsurf, domain: windsurf.com, country: US, importance: 2, aliases: [codeium, windsurf editor, cascade], hints: { github_org: Exafunction, status_url: "https://status.windsurf.com", hosts: [docs.windsurf.com, codeium.com], urls: [{ url: "https://docs.windsurf.com/llms.txt", kind: docs }] }, note: "acquired by Cognition AI in July 2025" }431      - { name: GitHub, domain: github.com, country: US, importance: 3, aliases: [github copilot, copilot, copilot coding agent, github models], hints: { github_org: github, github_repos: [github/copilot.vim, github/github-mcp-server], status_url: "https://www.githubstatus.com", hosts: [docs.github.com, github.blog, githubstatus.com], urls: [{ url: "https://docs.github.com/en/copilot/reference/ai-models/supported-models", kind: models }, { url: "https://docs.github.com/en/copilot/get-started/plans", kind: pricing }, { url: "https://github.blog/changelog/", kind: changelog }] } }432      - { name: JetBrains, domain: jetbrains.com, country: CZ, importance: 2, aliases: [jetbrains ai assistant, junie, mellum], hints: { github_org: JetBrains, hf_author: JetBrains, hosts: [blog.jetbrains.com, status.jetbrains.com, plugins.jetbrains.com] }, note: "status.jetbrains.com is a custom page" }433      - { name: Augment Code, domain: augmentcode.com, country: US, importance: 1, aliases: [augment], hints: { github_org: augmentcode, hosts: [docs.augmentcode.com] } }434      - { name: Warp, domain: warp.dev, country: US, importance: 1, aliases: [warp terminal, oz], hints: { github_org: warpdotdev, github_repos: [warpdotdev/Warp], status_url: "https://status.warp.dev", hosts: [docs.warp.dev] } }435      - { name: Zed Industries, domain: zed.dev, country: US, importance: 1, aliases: [zed, zed editor], hints: { github_org: zed-industries, github_repos: [zed-industries/zed] } }436      - { name: Anduril Industries, domain: anduril.com, country: US, importance: 2, aliases: [anduril, lattice], hints: { hosts: [blog.anduril.com] } }437      - { name: Shield AI, domain: shield.ai, country: US, importance: 1, aliases: [hivemind, shield] }438      - { name: Helsing, domain: helsing.ai, country: DE, importance: 1 }439      - { name: Nuro, domain: nuro.ai, country: US, importance: 1, aliases: [nuro driver] }440      - { name: Zoox, domain: zoox.com, country: US, importance: 1, aliases: [amazon zoox] }441      - { name: Aurora Innovation, domain: aurora.tech, country: US, importance: 1, aliases: [aurora, aurora driver, aur], hints: { ticker: AUR, hosts: [ir.aurora.tech] } }442      - { name: Pony.ai, domain: pony.ai, country: CN, importance: 1, aliases: [pony ai, pony], hints: { ticker: PONY } }443      - { name: WeRide, domain: weride.ai, country: CN, importance: 1, aliases: [wrd], hints: { ticker: WRD } }444      - { name: Mobileye, domain: mobileye.com, country: IL, importance: 2, aliases: [mbly, eyeq, supervision], hints: { ticker: MBLY, cik: "1910139", hosts: [ir.mobileye.com] } }445      - { name: comma.ai, domain: comma.ai, country: US, importance: 1, aliases: [comma, openpilot], hints: { github_org: commaai, github_repos: [commaai/openpilot] } }446      - { name: Skydio, domain: skydio.com, country: US, importance: 1 }447      - { name: Manus, domain: manus.im, country: SG, importance: 2, aliases: [manus ai, butterfly effect], hints: { hosts: [manus.im] } }448      - { name: Genspark, domain: genspark.ai, country: US, importance: 1, aliases: [genspark ai, mainfunc] }449      - { name: You.com, domain: you.com, country: US, importance: 1, aliases: [you, ari], hints: { hosts: [documentation.you.com] } }450      - { name: Kagi, domain: kagi.com, country: US, importance: 1, aliases: [kagi search, kagi assistant, orion], hints: { github_org: kagisearch, status_url: "https://status.kagi.com", hosts: [help.kagi.com, blog.kagi.com] } }451      - { name: Gamma, domain: gamma.app, country: US, importance: 1, aliases: [gamma ai], hints: { status_url: "https://status.gamma.app" } }452      - { name: Captions, domain: captions.ai, country: US, importance: 1, aliases: [mirage] }453      - { name: Lindy, domain: lindy.ai, country: US, importance: 1, aliases: [lindy ai] }454      - { name: Relevance AI, domain: relevanceai.com, country: AU, importance: 1, aliases: [relevance] }455      - { name: Dust, domain: dust.tt, country: FR, importance: 1, aliases: [dust ai], hints: { github_org: dust-tt, github_repos: [dust-tt/dust] } }456      - { name: Ada, domain: ada.cx, country: CA, importance: 1, aliases: [ada support, ada cx] }457      - { name: Sana, domain: sana.ai, country: SE, importance: 1, aliases: [sana labs, sana agents], note: "acquired by Workday in 2025" }458      - { name: Clay, domain: clay.com, country: US, importance: 1, aliases: [clay labs, claygent] }459      - { name: 11x, domain: 11x.ai, country: US, importance: 1, aliases: [11x ai, alice] }460      - { name: Rabbit, domain: rabbit.tech, country: US, importance: 1, aliases: [rabbit r1, rabbit os] }461      - { name: Limitless, domain: limitless.ai, country: US, importance: 1, aliases: [limitless pendant, rewind] }462