/** * llmindex.io — live-updating efficiency (Pareto) frontier table * Author: Simon-Pierre Boucher * Contact: contact@spboucher.ai * License: Proprietary — © Simon-Pierre Boucher, all rights reserved */ 'use client'; import { useEffect, useState } from 'react'; import Link from 'next/link'; import { formatUsd } from '@llmindex/ui'; import { ProviderLogo } from './ProviderLogo'; export interface EffPoint { model: string; name: string; score: number; cost_per_1k_items: number; on_frontier: boolean; } const POLL_MS = 15000; export function EfficiencyLive({ initial }: { initial: EffPoint[] }) { const [points, setPoints] = useState(initial); useEffect(() => { let cancelled = false; async function tick() { try { const res = await fetch('/api/v1/efficiency', { cache: 'no-store' }); if (!res.ok || cancelled) return; const body = (await res.json()) as { points: EffPoint[] }; if (body.points) setPoints(body.points); } catch { /* keep last state */ } } const id = setInterval(tick, POLL_MS); tick(); return () => { cancelled = true; clearInterval(id); }; }, []); if (points.length === 0) return null; return (

Efficiency frontier

Open the full interactive chart →

Score vs. measured cost per 1k items — refreshed live as models land. Frontier models are not dominated on both axes; never collapsed into a single blended number.

{points.map((p) => ( ))}
Model Global Index Cost / 1k items Pareto
{p.name} {p.score} {formatUsd(p.cost_per_1k_items)} {p.on_frontier ? ( frontier ) : ( dominated )}
); } export function HomeStats({ initialCount, domains, version, }: { initialCount: number; domains: number; version: string; }) { const [count, setCount] = useState(initialCount); useEffect(() => { let cancelled = false; async function tick() { try { const res = await fetch('/api/v1/leaderboard?limit=200', { cache: 'no-store' }); if (!res.ok || cancelled) return; const body = (await res.json()) as { entries?: unknown[] }; if (body.entries) setCount(body.entries.length); } catch { /* keep last state */ } } const id = setInterval(tick, POLL_MS); return () => { cancelled = true; clearInterval(id); }; }, []); return (
updates live {count} models scored {domains} domains IRT 2PL · 95% CI · v{version}
); }