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"tokenizer_hashes": {"sender": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"anthropic_sdk": "2.3.0"}, "hardware_id": "hosted:anthropic", "device_state": null, "weight_precision": "provider_undisclosed", "method_id": "A0", "implementation_fidelity": "custom", "compression_config": {}, "question_access": "none", "topology": "hosted_single_handoff", "handoff_index": 0, "reuse_count": 1, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": 1878, "source_tokens_receiver": null, "query_tokens": null, "message_tokens": null, "message_utf8_bytes": 0, "cache_tensor_bytes": null, "serialized_payload_bytes": 0, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 0.0, "provider_total_ms": 1211.553041008301, "ttft_ms": 406.48587502073497}, "total_wall_ms": 1211.553041008301, "ttft_ms": 406.48587502073497, "input_usage": {"provider_input_tokens": 72}, "output_usage": {"provider_output_tokens": 83}, "provider_cached_usage": {"cache_creation_input_tokens": 0, "cache_read_input_tokens": 0}, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": {"usd": 0.000487, "kind": "estimated", "price_source": "platform.claude.com pricing table, 2026-10-29", "model": "claude-haiku-4-5-20251001"}, "prediction_artifact": "I don't have access to any ticket or agreed rules that would define the requirements for the `net_revenue()` function. To rewrite this function correctly, I would need to see:\n\n1. The specific ticket or requirements document\n2. The agreed-upon rules for calculating net revenue\n3. The expected input format for `rows`\n4. The expected output format\n\nunknown", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00101_2000.json", "task_scores": {"correct": 0.0, "pass_rate": 0.0, "error": "exec:SyntaxError"}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/ED_hosted_pilot.log", "payload_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "output_hash": "4457ee6e210f84c3c61963c67cca0d599e058f8797ba9ced0c40913d783dc904"}122{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "ED_hosted_pilot", "trial_id": "6308c8454fe1d0617ae2e671", "attempt_id": "a688f55a414b", "run_group_id": "ED_hosted_pilot:A1|anthropic|", "protocol_hash": "unfrozen", "config_hash": "7ae5e5bad8bf2243cb45b2da3a2fe2f6b130c5f999dec475909cdd61fe5f3885", "git_commit": null, "timestamp_utc": "2026-10-30T04:22:48.309449Z", "task_family": "exec", "document_id": "exec_00101_2000", "document_hash": 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"serialized_payload_bytes": 7944, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 0.0, "provider_total_ms": 1406.7570839542896, "ttft_ms": 470.42249992955476}, "total_wall_ms": 1406.7570839542896, "ttft_ms": 470.42249992955476, "input_usage": {"provider_input_tokens": 2101}, "output_usage": {"provider_output_tokens": 126}, "provider_cached_usage": {"cache_creation_input_tokens": 0, "cache_read_input_tokens": 0}, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": {"usd": 0.002731, "kind": "estimated", "price_source": "platform.claude.com pricing table, 2026-10-29", "model": "claude-haiku-4-5-20251001"}, "prediction_artifact": "def net_revenue(rows):\n total = 0.0\n for r in rows:\n if r['returned']:\n continue\n if r['region'] == 'Sud':\n continue\n if r['units'] < 2:\n continue\n total += r['units'] * r['unit_price'] * (1 - r['discount_pct'] / 100.0)\n total *= (1 + 9.975 / 100.0)\n return round(total, 2)", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00101_2000.json", "task_scores": {"correct": 1.0, "pass_rate": 1.0, "error": null}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/ED_hosted_pilot.log", "payload_hash": "c8bf1a72f33c0fc6f87af8c3029f12cbff489bcb95ae36398cd522af1811a74f", "output_hash": "3202b3412bccf8c97e4ce853dca50857450cf476d214942ba209a0c0a6eec09e"}123{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "ED_hosted_pilot", "trial_id": "4737e1ec839ee14b324e2022", "attempt_id": "59d005a3e672", "run_group_id": "ED_hosted_pilot:A1|anthropic|provider_cache=True", "protocol_hash": "unfrozen", "config_hash": "7ae5e5bad8bf2243cb45b2da3a2fe2f6b130c5f999dec475909cdd61fe5f3885", "git_commit": null, "timestamp_utc": "2026-10-30T04:22:49.755291Z", "task_family": "exec", "document_id": "exec_00101_2000", "document_hash": 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"serialized_payload_bytes": 7944, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 0.0, "provider_total_ms": 1332.569958991371, "ttft_ms": 393.17558403126895}, "total_wall_ms": 1332.569958991371, "ttft_ms": 393.17558403126895, "input_usage": {"provider_input_tokens": 2101}, "output_usage": {"provider_output_tokens": 126}, "provider_cached_usage": {"cache_creation_input_tokens": 0, "cache_read_input_tokens": 0}, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": {"usd": 0.002731, "kind": "estimated", "price_source": "platform.claude.com pricing table, 2026-10-29", "model": "claude-haiku-4-5-20251001"}, "prediction_artifact": "def net_revenue(rows):\n total = 0.0\n for r in rows:\n if r['returned']:\n continue\n if r['region'] == 'Sud':\n continue\n if r['units'] < 2:\n continue\n total += r['units'] * r['unit_price'] * (1 - r['discount_pct'] / 100.0)\n total *= (1 + 9.975 / 100.0)\n return round(total, 2)", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00101_2000.json", "task_scores": {"correct": 1.0, "pass_rate": 1.0, "error": null}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/ED_hosted_pilot.log", "payload_hash": "c8bf1a72f33c0fc6f87af8c3029f12cbff489bcb95ae36398cd522af1811a74f", "output_hash": "3202b3412bccf8c97e4ce853dca50857450cf476d214942ba209a0c0a6eec09e"}124{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "ED_hosted_pilot", "trial_id": "3c8b8ae492d7f4e75148f07f", "attempt_id": "b5db0ac095bc", "run_group_id": "ED_hosted_pilot:A4|anthropic|budget_tokens=512", "protocol_hash": "unfrozen", "config_hash": "7ae5e5bad8bf2243cb45b2da3a2fe2f6b130c5f999dec475909cdd61fe5f3885", "git_commit": null, "timestamp_utc": "2026-10-30T04:23:01.088056Z", "task_family": "exec", "document_id": "exec_00101_2000", "document_hash": "c8bf1a72f33c0fc6f87af8c3029f12cbff489bcb95ae36398cd522af1811a74f", "question_id": "q00_exec", "split": "dev", "cluster_id": "exec_00101_2000", "sender_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "receiver_model_revision": "claude-haiku-4-5-20251001", "tokenizer_hashes": {"sender": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"anthropic_sdk": "2.3.0"}, "hardware_id": "hosted:anthropic", "device_state": null, "weight_precision": "provider_undisclosed", "method_id": "A4", "implementation_fidelity": "custom", "compression_config": {"budget_tokens": 512, "access": "blind"}, "question_access": "blind", "topology": "hosted_single_handoff", "handoff_index": 1, "reuse_count": 1, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": 1878, "source_tokens_receiver": null, "query_tokens": null, "message_tokens": null, "message_utf8_bytes": 928, "cache_tensor_bytes": null, "serialized_payload_bytes": 928, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 9959.170583984815, "provider_total_ms": 1379.3746659066528, "ttft_ms": 441.58666592556983}, "total_wall_ms": 11338.545249891467, "ttft_ms": 441.58666592556983, "input_usage": {"sender_input_tokens": 1994, "sender_output_tokens": 213, "sender_prefill_ms": 986.6970420116559, "sender_ttft_ms": 20.158540923148394, "sender_decode_ms": 8951.939166989177, "provider_input_tokens": 307}, "output_usage": {"provider_output_tokens": 118}, "provider_cached_usage": {"cache_creation_input_tokens": 0, "cache_read_input_tokens": 0}, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": {"usd": 0.000897, "kind": "estimated", "price_source": "platform.claude.com pricing table, 2026-10-29", "model": "claude-haiku-4-5-20251001"}, "prediction_artifact": "def net_revenue(rows):\n total = 0\n for row in rows:\n if row.get('status') == 'returned':\n continue\n if row.get('region') == 'Sud':\n continue\n if row.get('units', 0) < 2:\n continue\n total += row.get('revenue', 0)\n \n taxed_total = total * 1.09975\n return round(taxed_total, 2)", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00101_2000.json", "task_scores": {"correct": 0.0, "pass_rate": 0.0, "error": null}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/ED_hosted_pilot.log", "payload_hash": "ef87bb218aa45c77447533583ea3be4c91af73f95e38b7033bf9d0108964ae7f", "output_hash": "812596c506dabf8a0ec4251b47c0662afdeff98056cb5545472216210a3d3c4c"}125{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "ED_hosted_pilot", "trial_id": "eaf7eb3cc53b5b1920db16ae", "attempt_id": "ccecccd7c70b", "run_group_id": "ED_hosted_pilot:A5|anthropic|budget_tokens=512", "protocol_hash": "unfrozen", "config_hash": "7ae5e5bad8bf2243cb45b2da3a2fe2f6b130c5f999dec475909cdd61fe5f3885", "git_commit": null, "timestamp_utc": "2026-10-30T04:23:16.268077Z", "task_family": "exec", "document_id": "exec_00101_2000", "document_hash": "c8bf1a72f33c0fc6f87af8c3029f12cbff489bcb95ae36398cd522af1811a74f", "question_id": "q00_exec", "split": "dev", "cluster_id": "exec_00101_2000", "sender_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "receiver_model_revision": "claude-haiku-4-5-20251001", "tokenizer_hashes": {"sender": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"anthropic_sdk": "2.3.0"}, "hardware_id": "hosted:anthropic", "device_state": null, "weight_precision": "provider_undisclosed", "method_id": "A5", "implementation_fidelity": "custom", "compression_config": {"budget_tokens": 512, "access": "blind"}, "question_access": "blind", "topology": "hosted_single_handoff", "handoff_index": 1, "reuse_count": 1, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": 1878, "source_tokens_receiver": null, "query_tokens": null, "message_tokens": null, "message_utf8_bytes": 652, "cache_tensor_bytes": null, "serialized_payload_bytes": 652, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 13757.122374954633, "provider_total_ms": 2383.93479201477, "ttft_ms": 411.6169170010835}, "total_wall_ms": 16141.057166969404, "ttft_ms": 411.6169170010835, "input_usage": {"sender_input_tokens": 2022, "sender_output_tokens": 304, "sender_prefill_ms": 1020.0188750168309, "sender_ttft_ms": 59.76191710215062, "sender_decode_ms": 12676.930333022028, "provider_input_tokens": 295}, "output_usage": {"provider_output_tokens": 278}, "provider_cached_usage": {"cache_creation_input_tokens": 0, "cache_read_input_tokens": 0}, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": {"usd": 0.001685, "kind": "estimated", "price_source": "platform.claude.com pricing table, 2026-10-29", "model": "claude-haiku-4-5-20251001"}, "prediction_artifact": "```python\ndef net_revenue(rows):\n total = 0\n for row in rows:\n # Exclude returned rows\n if row.get('returned'):\n continue\n # Exclude rows whose region is 'Sud'\n if row.get('region') == 'Sud':\n continue\n # Exclude rows with fewer than 2 units\n if row.get('units', 0) < 2:\n continue\n # Calculate line revenue = units * unit_price * (1 - discount_pct/100)\n units = row.get('units', 0)\n unit_price = row.get('unit_price', 0)\n discount_pct = row.get('discount_pct', 0)\n line_revenue = units * unit_price * (1 - discount_pct / 100)\n total += line_revenue\n # Apply a tax of 9.975% on the sum\n total_with_tax = total * (1 + 9.975 / 100)\n # Return the result rounded to 2 decimals\n return round(total_with_tax, 2)\n```", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00101_2000.json", "task_scores": {"correct": 1.0, "pass_rate": 1.0, "error": null}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/ED_hosted_pilot.log", "payload_hash": "2871f316419dbca2baecb3dc24eebd147d7bfbc05af5f82fef59ada0b81fa2a9", "output_hash": "a569825a0640fe4ff3408b0e65d652c32703435665cb8b3039e0e637ddf40047"}126{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "ED_hosted_pilot", "trial_id": "ce998ef303de546c2e9e4c6e", "attempt_id": "af1de69f01fe", "run_group_id": "ED_hosted_pilot:A0|openai|", "protocol_hash": "unfrozen", "config_hash": "7ae5e5bad8bf2243cb45b2da3a2fe2f6b130c5f999dec475909cdd61fe5f3885", "git_commit": null, "timestamp_utc": "2026-10-30T04:23:18.693912Z", "task_family": "exec", "document_id": "exec_00101_2000", "document_hash": "c8bf1a72f33c0fc6f87af8c3029f12cbff489bcb95ae36398cd522af1811a74f", "question_id": "q00_exec", "split": "dev", "cluster_id": "exec_00101_2000", "sender_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "receiver_model_revision": "gpt-5-nano-2025-08-07", "tokenizer_hashes": {"sender": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"anthropic_sdk": "2.3.0"}, "hardware_id": "hosted:openai", "device_state": null, "weight_precision": "provider_undisclosed", "method_id": "A0", "implementation_fidelity": "custom", "compression_config": {}, "question_access": "none", "topology": "hosted_single_handoff", "handoff_index": 0, "reuse_count": 1, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": 1878, "source_tokens_receiver": null, "query_tokens": null, "message_tokens": null, "message_utf8_bytes": 0, "cache_tensor_bytes": null, "serialized_payload_bytes": 0, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 0.0, "provider_total_ms": 3485.0601659854874, "ttft_ms": null}, "total_wall_ms": 3485.0601659854874, "ttft_ms": null, "input_usage": {"provider_input_tokens": 70}, "output_usage": {"provider_output_tokens": 320}, "provider_cached_usage": {"cached_tokens": 0}, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": {"usd": 0.0001315, "kind": "estimated", "price_source": "openai.com/api/pricing, as known 2026-10 (verify)", "model": "gpt-5-nano-2025-08-07"}, "prediction_artifact": "def net_revenue(rows):\n # Implement all agreed rules from the ticket\n # Assuming rows is an iterable of dict-like objects or objects with attributes\n # We'll compute net revenue by applying a set of common rules:\n # - revenue = sum(price * quantity) for each row\n # - apply discounts if present: revenue -= discount\n # - apply tax on revenue: revenue_with_tax = revenue * (1 + tax_rate)\n # - ensure non-negative result\n total = 0.0\n tax_rate = 0.0\n discount_total = 0.0\n\n for r in rows:\n # Support both dict-like and attribute-like access\n price = getattr(r, \"price\", None)\n if price is None:\n price = r.get(\"price\", 0) if isinstance(r, dict) else 0\n\n qty = getattr(r, \"quantity\", None)\n if qty is None:\n qty = r.get(\"quantity\", 0) if isinstance(r, dict) else 0\n\n line_total = float(price) * float(qty)\n\n disc = getattr(r, \"discount\", None)\n if disc is None:\n disc = r.get(\"discount\", 0) if isinstance(r, dict) else 0\n\n # discount could be absolute or percentage; handle if percentage indicated by string like \"5%\" or 0.05\n if isinstance(disc", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00101_2000.json", "task_scores": {"correct": 0.0, "pass_rate": 0.0, "error": "exec:SyntaxError"}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/ED_hosted_pilot.log", "payload_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "output_hash": "889da673fbf1aa5b24938cb0fe6875f2d7068f7a762d8ffa23087db88fd68f77"}127{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "ED_hosted_pilot", "trial_id": "7387849a91a8dcc448b23a38", "attempt_id": "04a630273a87", "run_group_id": "ED_hosted_pilot:A1|openai|", "protocol_hash": "unfrozen", "config_hash": "7ae5e5bad8bf2243cb45b2da3a2fe2f6b130c5f999dec475909cdd61fe5f3885", "git_commit": null, "timestamp_utc": "2026-10-30T04:23:22.219237Z", "task_family": "exec", "document_id": "exec_00101_2000", "document_hash": "c8bf1a72f33c0fc6f87af8c3029f12cbff489bcb95ae36398cd522af1811a74f", "question_id": "q00_exec", "split": "dev", "cluster_id": "exec_00101_2000", "sender_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "receiver_model_revision": "gpt-5-nano-2025-08-07", "tokenizer_hashes": {"sender": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"anthropic_sdk": "2.3.0"}, "hardware_id": "hosted:openai", "device_state": null, "weight_precision": "provider_undisclosed", "method_id": "A1", "implementation_fidelity": "custom", "compression_config": {}, "question_access": "none", "topology": "hosted_single_handoff", "handoff_index": 1, "reuse_count": 1, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": 1878, "source_tokens_receiver": null, "query_tokens": null, "message_tokens": null, "message_utf8_bytes": 7944, "cache_tensor_bytes": null, "serialized_payload_bytes": 7944, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 0.0, "provider_total_ms": 3707.808625069447, "ttft_ms": null}, "total_wall_ms": 3707.808625069447, "ttft_ms": null, "input_usage": {"provider_input_tokens": 1853}, "output_usage": {"provider_output_tokens": 225}, "provider_cached_usage": {"cached_tokens": 0}, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": {"usd": 0.00018265, "kind": "estimated", "price_source": "openai.com/api/pricing, as known 2026-10 (verify)", "model": "gpt-5-nano-2025-08-07"}, "prediction_artifact": "def net_revenue(rows):\n total = 0.0\n for r in rows:\n # Rule (2): exclude region 'Sud'\n if r.get('region') == 'Sud':\n continue\n # Rule (3): exclude fewer than 2 units\n if r.get('units', 0) < 2:\n continue\n # Rule (1): exclude returned rows\n if r.get('returned'):\n continue\n # Line revenue\n line_revenue = r.get('units', 0) * r.get('unit_price', 0.0) * (1 - r.get('discount_pct', 0.0) / 100.0)\n total += line_revenue\n # Rule (5): apply tax of 9.975% on the sum\n total *= (1 + 9.975 / 100.0)\n # Rule (6): round to 2 decimals\n return round(total, 2)", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00101_2000.json", "task_scores": {"correct": 1.0, "pass_rate": 1.0, "error": null}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/ED_hosted_pilot.log", "payload_hash": "c8bf1a72f33c0fc6f87af8c3029f12cbff489bcb95ae36398cd522af1811a74f", "output_hash": "8440af9828cf8e8844183cab728acac70710f93ae9ac92311f679cbbf4544251"}128{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "ED_hosted_pilot", "trial_id": "54e25b0befd4f18df6f6a66c", "attempt_id": "a782e576510c", "run_group_id": "ED_hosted_pilot:A1|openai|provider_cache=True", "protocol_hash": "unfrozen", "config_hash": "7ae5e5bad8bf2243cb45b2da3a2fe2f6b130c5f999dec475909cdd61fe5f3885", "git_commit": null, "timestamp_utc": "2026-10-30T04:23:25.967441Z", "task_family": "exec", "document_id": "exec_00101_2000", "document_hash": "c8bf1a72f33c0fc6f87af8c3029f12cbff489bcb95ae36398cd522af1811a74f", "question_id": "q00_exec", "split": "dev", "cluster_id": "exec_00101_2000", "sender_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "receiver_model_revision": "gpt-5-nano-2025-08-07", "tokenizer_hashes": {"sender": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"anthropic_sdk": "2.3.0"}, "hardware_id": "hosted:openai", "device_state": null, "weight_precision": "provider_undisclosed", "method_id": "A1", "implementation_fidelity": "custom", "compression_config": {"provider_cache": true}, "question_access": "none", "topology": "hosted_single_handoff", "handoff_index": 1, "reuse_count": 1, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": 1878, "source_tokens_receiver": null, "query_tokens": null, "message_tokens": null, "message_utf8_bytes": 7944, "cache_tensor_bytes": null, "serialized_payload_bytes": 7944, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 0.0, "provider_total_ms": 2804.967000032775, "ttft_ms": null}, "total_wall_ms": 2804.967000032775, "ttft_ms": null, "input_usage": {"provider_input_tokens": 1853}, "output_usage": {"provider_output_tokens": 209}, "provider_cached_usage": {"cached_tokens": 0}, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": {"usd": 0.00017625, "kind": "estimated", "price_source": "openai.com/api/pricing, as known 2026-10 (verify)", "model": "gpt-5-nano-2025-08-07"}, "prediction_artifact": "def net_revenue(rows):\n total = 0.0\n for r in rows:\n # Exclude returned rows\n if r.get('returned'):\n continue\n # Exclude rows whose region is 'Sud'\n if r.get('region') == 'Sud':\n continue\n # Exclude rows with fewer than 2 units\n if r.get('units', 0) < 2:\n continue\n line_revenue = r.get('units', 0) * r.get('unit_price', 0.0) * (1 - r.get('discount_pct', 0.0) / 100.0)\n total += line_revenue\n # Apply tax of 9.975% on the sum\n total *= (1 + 9.975 / 100.0)\n # Return rounded to 2 decimals\n return round(total, 2)", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00101_2000.json", "task_scores": {"correct": 1.0, "pass_rate": 1.0, "error": null}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/ED_hosted_pilot.log", "payload_hash": "c8bf1a72f33c0fc6f87af8c3029f12cbff489bcb95ae36398cd522af1811a74f", "output_hash": "71610ac9a4cfc05b9d8e13b29f1c4a406b6e2bf5dba947dff7f3a7edf79ffd56"}129{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "ED_hosted_pilot", "trial_id": "133dca256957efa87ee786fa", "attempt_id": "979c4501b6ef", "run_group_id": "ED_hosted_pilot:A4|openai|budget_tokens=512", "protocol_hash": "unfrozen", "config_hash": "7ae5e5bad8bf2243cb45b2da3a2fe2f6b130c5f999dec475909cdd61fe5f3885", "git_commit": null, "timestamp_utc": "2026-10-30T04:23:38.735113Z", "task_family": "exec", "document_id": "exec_00101_2000", "document_hash": "c8bf1a72f33c0fc6f87af8c3029f12cbff489bcb95ae36398cd522af1811a74f", "question_id": "q00_exec", "split": "dev", "cluster_id": "exec_00101_2000", "sender_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "receiver_model_revision": "gpt-5-nano-2025-08-07", "tokenizer_hashes": {"sender": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"anthropic_sdk": "2.3.0"}, "hardware_id": "hosted:openai", "device_state": null, "weight_precision": "provider_undisclosed", "method_id": "A4", "implementation_fidelity": "custom", "compression_config": {"budget_tokens": 512, "access": "blind"}, "question_access": "blind", "topology": "hosted_single_handoff", "handoff_index": 1, "reuse_count": 1, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": 1878, "source_tokens_receiver": null, "query_tokens": null, "message_tokens": null, "message_utf8_bytes": 928, "cache_tensor_bytes": null, "serialized_payload_bytes": 928, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 9920.289124944247, "provider_total_ms": 3607.0354159455746, "ttft_ms": null}, "total_wall_ms": 13527.324540889822, "ttft_ms": null, "input_usage": {"sender_input_tokens": 1994, "sender_output_tokens": 213, "sender_prefill_ms": 955.7674169773236, "sender_ttft_ms": 24.135082960128784, "sender_decode_ms": 8940.089541953057, "provider_input_tokens": 282}, "output_usage": {"provider_output_tokens": 320}, "provider_cached_usage": {"cached_tokens": 0}, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": {"usd": 0.00014209999999999998, "kind": "estimated", "price_source": "openai.com/api/pricing, as known 2026-10 (verify)", "model": "gpt-5-nano-2025-08-07"}, "prediction_artifact": "def net_revenue(rows):\n \"\"\"\n Compute net revenue from a list of rows with the following rules:\n - Exclude rows that represent a returned item.\n - Exclude rows in region 'Sud'.\n - Exclude rows with fewer than 2 units.\n - Sum the revenue of the remaining rows, apply a tax of 9.975% on the sum, and round to 2 decimals.\n - All monetary values are in the client currency; no FX conversion.\n - If a row does not contain required fields, it will be treated as invalid and skipped.\n \"\"\"\n total = 0.0\n for r in rows:\n try:\n # expected fields: status, region, units, amount\n status = r.get(\"status\")\n region = r.get(\"region\")\n units = r.get(\"units\")\n amount = r.get(\"amount\")\n\n # Exclude returned rows\n if isinstance(status, str) and status.lower() == \"returned\":\n continue\n\n # Exclude region 'Sud'\n if isinstance(region, str) and region == \"Sud\":\n continue\n\n # Exclude fewer than 2 units\n if isinstance(units, (int, float)) and units < 2:\n continue\n\n # If all checks pass, accumulate amount\n if isinstance(amount, (int, float)):\n total += amount\n except Exception:\n # If any row is ill-formed, skip", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00101_2000.json", "task_scores": {"correct": 0.0, "pass_rate": 0.0, "error": "exec:IndentationError"}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/ED_hosted_pilot.log", "payload_hash": "ef87bb218aa45c77447533583ea3be4c91af73f95e38b7033bf9d0108964ae7f", "output_hash": "c4c937a819e1823cb05830cedd82f3ae6dd79add4245f6cd2bb385ca2dcf7d8d"}130{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "ED_hosted_pilot", "trial_id": "e04afebd6324829f9554cdc7", "attempt_id": "b26561681bf2", "run_group_id": "ED_hosted_pilot:A5|openai|budget_tokens=512", "protocol_hash": "unfrozen", "config_hash": "7ae5e5bad8bf2243cb45b2da3a2fe2f6b130c5f999dec475909cdd61fe5f3885", "git_commit": null, "timestamp_utc": "2026-10-30T04:23:56.139742Z", "task_family": "exec", "document_id": "exec_00101_2000", "document_hash": "c8bf1a72f33c0fc6f87af8c3029f12cbff489bcb95ae36398cd522af1811a74f", "question_id": "q00_exec", "split": "dev", "cluster_id": "exec_00101_2000", "sender_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "receiver_model_revision": "gpt-5-nano-2025-08-07", "tokenizer_hashes": {"sender": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"anthropic_sdk": "2.3.0"}, "hardware_id": "hosted:openai", "device_state": null, "weight_precision": "provider_undisclosed", "method_id": "A5", "implementation_fidelity": "custom", "compression_config": {"budget_tokens": 512, "access": "blind"}, "question_access": "blind", "topology": "hosted_single_handoff", "handoff_index": 1, "reuse_count": 1, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": 1878, "source_tokens_receiver": null, "query_tokens": null, "message_tokens": null, "message_utf8_bytes": 652, "cache_tensor_bytes": null, "serialized_payload_bytes": 652, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 13756.682416889817, "provider_total_ms": 2918.841875041835, "ttft_ms": null}, "total_wall_ms": 16675.52429193165, "ttft_ms": null, "input_usage": {"sender_input_tokens": 2022, "sender_output_tokens": 304, "sender_prefill_ms": 997.6578339701518, "sender_ttft_ms": 50.441207946278155, "sender_decode_ms": 12708.308666944504, "provider_input_tokens": 273}, "output_usage": {"provider_output_tokens": 297}, "provider_cached_usage": {"cached_tokens": 0}, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": {"usd": 0.00013245000000000002, "kind": "estimated", "price_source": "openai.com/api/pricing, as known 2026-10 (verify)", "model": "gpt-5-nano-2025-08-07"}, "prediction_artifact": "def net_revenue(rows):\n \"\"\"\n Compute total net revenue from a list of rows with the following rules:\n - Exclude returned rows\n - Exclude rows whose region is 'Sud'\n - Exclude rows with fewer than 2 units\n - line revenue = units * unit_price * (1 - discount_pct/100)\n - apply a tax of 9.975% on the sum\n - return the result rounded to 2 decimals\n \"\"\"\n total = 0.0\n for row in rows:\n # Expect keys: returned (bool), region (str), units (int/float), unit_price (float), discount_pct (float)\n if row.get(\"returned\"):\n continue\n if row.get(\"region\") == \"Sud\":\n continue\n units = row.get(\"units\", 0)\n if units < 2:\n continue\n unit_price = row.get(\"unit_price\", 0.0)\n discount_pct = row.get(\"discount_pct\", 0.0)\n line_revenue = units * unit_price * (1 - (discount_pct / 100.0))\n total += line_revenue\n tax_rate = 0.09975\n total_with_tax = total * (1 + tax_rate)\n return round(total_with_tax, 2)", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00101_2000.json", "task_scores": {"correct": 1.0, "pass_rate": 1.0, "error": null}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/ED_hosted_pilot.log", "payload_hash": "2871f316419dbca2baecb3dc24eebd147d7bfbc05af5f82fef59ada0b81fa2a9", "output_hash": "a13e5c34eda567686a68ca4842964a78d67a59b315ee6beec9fde8d53da2fa33"}131{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "ED_hosted_pilot", "trial_id": "1cee6353384e9ee7827baad5", "attempt_id": "c4684c1f39c8", "run_group_id": "ED_hosted_pilot:A0|anthropic|", "protocol_hash": "unfrozen", "config_hash": "7ae5e5bad8bf2243cb45b2da3a2fe2f6b130c5f999dec475909cdd61fe5f3885", "git_commit": null, "timestamp_utc": "2026-10-30T04:23:59.107336Z", "task_family": "exec", "document_id": "exec_00102_2000", "document_hash": "61b6c7bb86261a26bf000996edd5f9326f7f77ca1c37085fd999cddf1bff2396", "question_id": "q00_exec", "split": "dev", "cluster_id": "exec_00102_2000", "sender_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "receiver_model_revision": "claude-haiku-4-5-20251001", "tokenizer_hashes": {"sender": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"anthropic_sdk": "2.3.0"}, "hardware_id": "hosted:anthropic", "device_state": null, "weight_precision": "provider_undisclosed", "method_id": "A0", "implementation_fidelity": "custom", "compression_config": {}, "question_access": "none", "topology": "hosted_single_handoff", "handoff_index": 0, "reuse_count": 1, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": 1867, "source_tokens_receiver": null, "query_tokens": null, "message_tokens": null, "message_utf8_bytes": 0, "cache_tensor_bytes": null, "serialized_payload_bytes": 0, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 0.0, "provider_total_ms": 1170.1604159316048, "ttft_ms": 514.6224579075351}, "total_wall_ms": 1170.1604159316048, "ttft_ms": 514.6224579075351, "input_usage": {"provider_input_tokens": 72}, "output_usage": {"provider_output_tokens": 69}, "provider_cached_usage": {"cache_creation_input_tokens": 0, "cache_read_input_tokens": 0}, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": {"usd": 0.000417, "kind": "estimated", "price_source": "platform.claude.com pricing table, 2026-10-29", "model": "claude-haiku-4-5-20251001"}, "prediction_artifact": "I don't have access to any ticket or agreed rules. To help you rewrite the `net_revenue(rows)` function, I would need you to provide:\n\n1. The specific rules from the ticket\n2. The current implementation (if one exists)\n3. The expected input/output format\n\nunknown", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00102_2000.json", "task_scores": {"correct": 0.0, "pass_rate": 0.0, "error": "exec:SyntaxError"}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/ED_hosted_pilot.log", "payload_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "output_hash": "0d19c1904db7031ea8c8768ef18bacd19c07d84e30a58d35be7db8d98fedef97"}132{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "ED_hosted_pilot", "trial_id": "715ae8604a2767780807b0f1", "attempt_id": "6215fa65a930", "run_group_id": "ED_hosted_pilot:A1|anthropic|", "protocol_hash": "unfrozen", "config_hash": "7ae5e5bad8bf2243cb45b2da3a2fe2f6b130c5f999dec475909cdd61fe5f3885", "git_commit": null, "timestamp_utc": "2026-10-30T04:24:00.318416Z", "task_family": "exec", "document_id": "exec_00102_2000", "document_hash": "61b6c7bb86261a26bf000996edd5f9326f7f77ca1c37085fd999cddf1bff2396", "question_id": "q00_exec", "split": "dev", "cluster_id": "exec_00102_2000", "sender_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "receiver_model_revision": "claude-haiku-4-5-20251001", "tokenizer_hashes": {"sender": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"anthropic_sdk": "2.3.0"}, "hardware_id": "hosted:anthropic", "device_state": null, "weight_precision": "provider_undisclosed", "method_id": "A1", "implementation_fidelity": "custom", "compression_config": {}, "question_access": "none", "topology": "hosted_single_handoff", "handoff_index": 1, "reuse_count": 1, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": 1867, "source_tokens_receiver": null, "query_tokens": null, "message_tokens": null, "message_utf8_bytes": 7910, "cache_tensor_bytes": null, "serialized_payload_bytes": 7910, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 0.0, "provider_total_ms": 1317.1251250896603, "ttft_ms": 403.7757090991363}, "total_wall_ms": 1317.1251250896603, "ttft_ms": 403.7757090991363, "input_usage": {"provider_input_tokens": 2090}, "output_usage": {"provider_output_tokens": 125}, "provider_cached_usage": {"cache_creation_input_tokens": 0, "cache_read_input_tokens": 0}, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": {"usd": 0.002715, "kind": "estimated", "price_source": "platform.claude.com pricing table, 2026-10-29", "model": "claude-haiku-4-5-20251001"}, "prediction_artifact": "def net_revenue(rows):\n total = 0.0\n for r in rows:\n if r['returned']:\n continue\n if r['region'] == 'Ouest':\n continue\n if r['units'] < 3:\n continue\n total += r['units'] * r['unit_price'] * (1 - r['discount_pct'] / 100.0)\n total *= (1 + 0.0 / 100)\n return round(total, 2)", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00102_2000.json", "task_scores": {"correct": 1.0, "pass_rate": 1.0, "error": null}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/ED_hosted_pilot.log", "payload_hash": "61b6c7bb86261a26bf000996edd5f9326f7f77ca1c37085fd999cddf1bff2396", "output_hash": "22f41fd50a3057c694be9fb175bf73dfee2b0107a6065524f1e6f54897dd70dc"}133{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "ED_hosted_pilot", "trial_id": "bcfe84860666ae7b2d8ba303", "attempt_id": "2f82cd67bbe6", "run_group_id": "ED_hosted_pilot:A1|anthropic|provider_cache=True", "protocol_hash": "unfrozen", "config_hash": "7ae5e5bad8bf2243cb45b2da3a2fe2f6b130c5f999dec475909cdd61fe5f3885", "git_commit": null, "timestamp_utc": "2026-10-30T04:24:01.674132Z", "task_family": "exec", "document_id": "exec_00102_2000", "document_hash": "61b6c7bb86261a26bf000996edd5f9326f7f77ca1c37085fd999cddf1bff2396", "question_id": "q00_exec", "split": "dev", "cluster_id": "exec_00102_2000", "sender_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "receiver_model_revision": "claude-haiku-4-5-20251001", "tokenizer_hashes": {"sender": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"anthropic_sdk": "2.3.0"}, "hardware_id": "hosted:anthropic", "device_state": null, "weight_precision": "provider_undisclosed", "method_id": "A1", "implementation_fidelity": "custom", "compression_config": {"provider_cache": true}, "question_access": "none", "topology": "hosted_single_handoff", "handoff_index": 1, "reuse_count": 1, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": 1867, "source_tokens_receiver": null, "query_tokens": null, "message_tokens": null, "message_utf8_bytes": 7910, "cache_tensor_bytes": null, "serialized_payload_bytes": 7910, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 0.0, "provider_total_ms": 1387.2197079472244, "ttft_ms": 424.2306669475511}, "total_wall_ms": 1387.2197079472244, "ttft_ms": 424.2306669475511, "input_usage": {"provider_input_tokens": 2090}, "output_usage": {"provider_output_tokens": 127}, "provider_cached_usage": {"cache_creation_input_tokens": 0, "cache_read_input_tokens": 0}, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": {"usd": 0.002725, "kind": "estimated", "price_source": "platform.claude.com pricing table, 2026-10-29", "model": "claude-haiku-4-5-20251001"}, "prediction_artifact": "def net_revenue(rows):\n total = 0.0\n for r in rows:\n if r['returned']:\n continue\n if r['region'] == 'Ouest':\n continue\n if r['units'] < 3:\n continue\n total += r['units'] * r['unit_price'] * (1 - r['discount_pct'] / 100.0)\n total *= (1 + 0.0 / 100.0)\n return round(total, 2)", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00102_2000.json", "task_scores": {"correct": 1.0, "pass_rate": 1.0, "error": null}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/ED_hosted_pilot.log", "payload_hash": "61b6c7bb86261a26bf000996edd5f9326f7f77ca1c37085fd999cddf1bff2396", "output_hash": "5bfe211e0a01260b4077f2df0c1ebb6f78a3507f8c09664c3064604e1187d6b7"}134{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "ED_hosted_pilot", "trial_id": "8025b85fa410ecf106e12a21", "attempt_id": "d1dcc65aeb32", "run_group_id": "ED_hosted_pilot:A4|anthropic|budget_tokens=512", "protocol_hash": "unfrozen", "config_hash": "7ae5e5bad8bf2243cb45b2da3a2fe2f6b130c5f999dec475909cdd61fe5f3885", "git_commit": null, "timestamp_utc": "2026-10-30T04:24:18.508593Z", "task_family": "exec", "document_id": "exec_00102_2000", "document_hash": "61b6c7bb86261a26bf000996edd5f9326f7f77ca1c37085fd999cddf1bff2396", "question_id": "q00_exec", "split": "dev", "cluster_id": "exec_00102_2000", "sender_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "receiver_model_revision": "claude-haiku-4-5-20251001", "tokenizer_hashes": {"sender": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"anthropic_sdk": "2.3.0"}, "hardware_id": "hosted:anthropic", "device_state": null, "weight_precision": "provider_undisclosed", "method_id": "A4", "implementation_fidelity": "custom", "compression_config": {"budget_tokens": 512, "access": "blind"}, "question_access": "blind", "topology": "hosted_single_handoff", "handoff_index": 1, "reuse_count": 1, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": 1867, "source_tokens_receiver": null, "query_tokens": null, "message_tokens": null, "message_utf8_bytes": 1205, "cache_tensor_bytes": null, "serialized_payload_bytes": 1205, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 15405.457875109278, "provider_total_ms": 1101.1613750597462, "ttft_ms": 392.3606249736622}, "total_wall_ms": 16506.619250169024, "ttft_ms": 392.3606249736622, "input_usage": {"sender_input_tokens": 1983, "sender_output_tokens": 295, "sender_prefill_ms": 916.1313340300694, "sender_ttft_ms": 24.124416988343, "sender_decode_ms": 14464.884583023377, "provider_input_tokens": 404}, "output_usage": {"provider_output_tokens": 108}, "provider_cached_usage": {"cache_creation_input_tokens": 0, "cache_read_input_tokens": 0}, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": {"usd": 0.000944, "kind": "estimated", "price_source": "platform.claude.com pricing table, 2026-10-29", "model": "claude-haiku-4-5-20251001"}, "prediction_artifact": "def net_revenue(rows):\n total = 0.0\n for r in rows:\n if r['returned']:\n continue\n if r['region'] == 'Ouest':\n continue\n if r['units'] < 3:\n continue\n total += r['units'] * r['unit_price'] * (1 - r['discount_pct'] / 100.0)\n return round(total, 2)", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00102_2000.json", "task_scores": {"correct": 1.0, "pass_rate": 1.0, "error": null}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/ED_hosted_pilot.log", "payload_hash": "f72408174ec3fec7129d280ccca638fd9eda129050b2ed7c79922c46a5291e8d", "output_hash": "38adcacbb79947c6297177ad198f8437deb824fcbcb4fbde205063872e624e75"}135{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "ED_hosted_pilot", "trial_id": "b0bffcd024d5379c4d3af36c", "attempt_id": "28111e84a79d", "run_group_id": "ED_hosted_pilot:A5|anthropic|budget_tokens=512", "protocol_hash": "unfrozen", "config_hash": "7ae5e5bad8bf2243cb45b2da3a2fe2f6b130c5f999dec475909cdd61fe5f3885", "git_commit": null, "timestamp_utc": "2026-10-30T04:24:24.461536Z", "task_family": "exec", "document_id": "exec_00102_2000", "document_hash": "61b6c7bb86261a26bf000996edd5f9326f7f77ca1c37085fd999cddf1bff2396", "question_id": "q00_exec", "split": "dev", "cluster_id": "exec_00102_2000", "sender_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "receiver_model_revision": "claude-haiku-4-5-20251001", "tokenizer_hashes": {"sender": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"anthropic_sdk": "2.3.0"}, "hardware_id": "hosted:anthropic", "device_state": null, "weight_precision": "provider_undisclosed", "method_id": "A5", "implementation_fidelity": "custom", "compression_config": {"budget_tokens": 512, "access": "blind"}, "question_access": "blind", "topology": "hosted_single_handoff", "handoff_index": 1, "reuse_count": 1, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": 1867, "source_tokens_receiver": null, "query_tokens": null, "message_tokens": null, "message_utf8_bytes": 268, "cache_tensor_bytes": null, "serialized_payload_bytes": 268, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 4809.443291975185, "provider_total_ms": 1404.9579589627683, "ttft_ms": 400.84462496452034}, "total_wall_ms": 6214.401250937954, "ttft_ms": 400.84462496452034, "input_usage": {"sender_input_tokens": 2011, "sender_output_tokens": 92, "sender_prefill_ms": 920.678541995585, "sender_ttft_ms": 54.659666027873755, "sender_decode_ms": 3833.8234580587596, "provider_input_tokens": 177}, "output_usage": {"provider_output_tokens": 99}, "provider_cached_usage": {"cache_creation_input_tokens": 0, "cache_read_input_tokens": 0}, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": {"usd": 0.000672, "kind": "estimated", "price_source": "platform.claude.com pricing table, 2026-10-29", "model": "claude-haiku-4-5-20251001"}, "prediction_artifact": "I cannot complete this task because the provided material does not contain the complete specification of all agreed rules in the ticket. The extracted evidence only mentions:\n- Rule (2) about excluding rows where region is 'Ouest'\n- An unknown regarding rules (3) and (4)\n\nTo rewrite the function implementing ALL rules, I would need the full definitions of rules (1), (2), (3), and (4) from the ticket.\n\nunknown", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00102_2000.json", "task_scores": {"correct": 0.0, "pass_rate": 0.0, "error": "exec:SyntaxError"}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/ED_hosted_pilot.log", "payload_hash": "eac2bead261fee10e8662dc7b76282b83890c862512050fa2fe7a814675d3f24", "output_hash": "8595722edc3d5256ae35dc6cebd51ea5a8f96d984db4f41a9588a3c6cbd77b2e"}136{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "ED_hosted_pilot", "trial_id": "a33284de7c05a50fbe5c8398", "attempt_id": "c148193f262d", "run_group_id": "ED_hosted_pilot:A0|openai|", "protocol_hash": "unfrozen", "config_hash": "7ae5e5bad8bf2243cb45b2da3a2fe2f6b130c5f999dec475909cdd61fe5f3885", "git_commit": null, "timestamp_utc": "2026-10-30T04:24:25.907960Z", "task_family": "exec", "document_id": "exec_00102_2000", "document_hash": "61b6c7bb86261a26bf000996edd5f9326f7f77ca1c37085fd999cddf1bff2396", "question_id": "q00_exec", "split": "dev", "cluster_id": "exec_00102_2000", "sender_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "receiver_model_revision": "gpt-5-nano-2025-08-07", "tokenizer_hashes": {"sender": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"anthropic_sdk": "2.3.0"}, "hardware_id": "hosted:openai", "device_state": null, "weight_precision": "provider_undisclosed", "method_id": "A0", "implementation_fidelity": "custom", "compression_config": {}, "question_access": "none", "topology": "hosted_single_handoff", "handoff_index": 0, "reuse_count": 1, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": 1867, "source_tokens_receiver": null, "query_tokens": null, "message_tokens": null, "message_utf8_bytes": 0, "cache_tensor_bytes": null, "serialized_payload_bytes": 0, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 0.0, "provider_total_ms": 1467.9987920681015, "ttft_ms": null}, "total_wall_ms": 1467.9987920681015, "ttft_ms": null, "input_usage": {"provider_input_tokens": 70}, "output_usage": {"provider_output_tokens": 75}, "provider_cached_usage": {"cached_tokens": 0}, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": {"usd": 3.35e-05, "kind": "estimated", "price_source": "openai.com/api/pricing, as known 2026-10 (verify)", "model": "gpt-5-nano-2025-08-07"}, "prediction_artifact": "def net_revenue(rows):\n # Implement ALL the agreed rules from the ticket\n # Since the ticket specifics are not provided here, raise an informative error\n raise NotImplementedError(\"The function must implement all rules from the ticket, which are not provided in this prompt.\")", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00102_2000.json", "task_scores": {"correct": 0.0, "pass_rate": 0.0, "error": "NotImplementedError"}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/ED_hosted_pilot.log", "payload_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "output_hash": "a74dedceddb597136017a95b95f28e05bb2148bbfca98445353ed5eb36e91cb0"}137{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "ED_hosted_pilot", "trial_id": "761be0e0d94f0755f17f4c0d", "attempt_id": "bcd218172642", "run_group_id": "ED_hosted_pilot:A1|openai|", "protocol_hash": "unfrozen", "config_hash": "7ae5e5bad8bf2243cb45b2da3a2fe2f6b130c5f999dec475909cdd61fe5f3885", "git_commit": null, "timestamp_utc": "2026-10-30T04:24:27.417829Z", "task_family": "exec", "document_id": "exec_00102_2000", "document_hash": "61b6c7bb86261a26bf000996edd5f9326f7f77ca1c37085fd999cddf1bff2396", "question_id": "q00_exec", "split": "dev", "cluster_id": "exec_00102_2000", "sender_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "receiver_model_revision": "gpt-5-nano-2025-08-07", "tokenizer_hashes": {"sender": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"anthropic_sdk": "2.3.0"}, "hardware_id": "hosted:openai", "device_state": null, "weight_precision": "provider_undisclosed", "method_id": "A1", "implementation_fidelity": "custom", "compression_config": {}, "question_access": "none", "topology": "hosted_single_handoff", "handoff_index": 1, "reuse_count": 1, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": 1867, "source_tokens_receiver": null, "query_tokens": null, 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line_revenue = r['units'] * r['unit_price'] * (1 - r['discount_pct'] / 100.0)\n total += line_revenue\n # Apply tax of 0.0% on the sum\n total_with_tax = total * (1 + 0.0)\n return round(total_with_tax, 2)", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00102_2000.json", "task_scores": {"correct": 1.0, "pass_rate": 1.0, "error": null}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/ED_hosted_pilot.log", "payload_hash": "61b6c7bb86261a26bf000996edd5f9326f7f77ca1c37085fd999cddf1bff2396", "output_hash": "b89258f1122a87f646dba7c386c2e1475d00665c881e5a106a673c64545f6b9e"}138{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "ED_hosted_pilot", "trial_id": "f3618fa0482ea8220db504d2", "attempt_id": "9302a905d80f", "run_group_id": "ED_hosted_pilot:A1|openai|provider_cache=True", "protocol_hash": "unfrozen", "config_hash": "7ae5e5bad8bf2243cb45b2da3a2fe2f6b130c5f999dec475909cdd61fe5f3885", "git_commit": null, 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