| Source | Type | Tier | Cadence | Last run | Records | Health | License |
|---|---|---|---|---|---|---|---|
Structured listing of 400+ hosted models: prices per token, context length, modalities, supported parameters and listing date. Prices are OpenRouter's listed prices, which usually mirror first-party pricing but can differ. | aggregator | 2 | every run (recommended 6h) | ok | 458 | 100% ok 15m ago | per source terms |
Independent benchmark runs (GPQA Diamond, SWE-bench Verified, FrontierMath, ...) plus externally reported leaderboards and the Epoch Capabilities Index (ECI). | benchmark | 1 | daily | ok 60 benchmarks, 268 ECI scores | 5339 | 100% ok 15m ago | CC BY 4.0 |
Artificial Analysis Intelligence Index values as embedded in the OpenRouter listing. Shown separately and never merged with other benchmarks. | benchmark | 2 | every run | n/a | — | — | per source terms |
Daily human (agent=user) page views of the entity's Wikipedia article in English plus 9 other major languages (de, fr, es, ja, zh, ko, pt, ru, it), English redirects included. A proxy for public interest - not users. | reference | 3 | daily | ok 991 redirect titles + 626 other-language articles summed · 2 retries (HTTP 429×2) | 128 | 100% ok 15m ago | per source terms |
Count of HN stories whose title matches the entity's search phrase. Community signal used for discussion/trend detection only; keyword matching may include false positives. | community | 3 | daily | ok | 142 | 85% ok 15m ago | per source terms |
Stars, forks, open issues, last push and license for official repositories. | registry | 1 | daily | ok | 41 | 65% ok 15m ago | per source terms |
Downloads (last 30 days) and likes for official model repositories. | registry | 1 | daily | partial | 1537 | 50% ok 15m ago | per source terms |
Daily downloads of official SDK packages. Includes CI/automated installs. | registry | 1 | daily | ok | 24 | 98% ok 15m ago | per source terms |
Daily downloads (without mirrors) of official Python packages, last ~180 days. | registry | 1 | daily | ok | 33 | 100% ok 15m ago | per source terms |
Structured company facts (inception, headquarters, founders, CEO, employees, revenue, parent). Community-maintained; shown with the statement's point-in-time where available. | reference | 3 | weekly | ok | 68 | 100% ok 15m ago | CC0 |
Official company feeds Official blogs/newsrooms: OpenAI, Google, Google DeepMind, Hugging Face, Mistral, NVIDIA, GitHub, AWS ML. | official | 1 | every run (recommended 1-3h) | ok | 344 | 100% ok 15m ago | per source terms |
Technology press feeds TechCrunch AI, The Verge AI, Ars Technica, MIT Technology Review AI. | news | 2 | every run | ok | 344 | 100% ok 15m ago | per source terms |
Historical snapshots of the OpenRouter listing used to backfill price history. | reference | 3 | weekly | skipped skipped via --skip=wayback | 0 | 79% ok 2h ago | per source terms |
Official pricing pages Each product's official pricing page, fetched (robots.txt respected) to confirm every seed price appears verbatim. Plans are marked verified only on an exact match; pages rendered by JavaScript are reported as not checkable. | official | 1 | every run (pages cached 3h) | partial 17 verified · 5 mismatched · 28 not checkable · 2 retries (network×1, timeout×1) | 50 | 75% ok 15m ago | per source terms |
Editorial seed Hand-curated structural facts (which company owns a product, category, official URLs) and seed pricing. Seed prices are marked 'unverified' until re-checked against the linked official pricing page. | editorial | 3 | manual | n/a | — | — | per source terms |
AI Stats Live methodology Rankings, momentum, discovery scores and normalised prices computed from the sources above. | calculated | 1 | every run | n/a | — | — | per source terms |
Website traffic estimates. Requires a paid API key; disabled unless SIMILARWEB_API_KEY is set. | aggregator | 2 | not configured | skipped requires SIMILARWEB_API_KEY (paid) - no traffic data is shown instead of estimates | 0 | — | per source terms |
App store metrics App downloads/ratings. No free, terms-compliant source is configured; reserved adapter. | aggregator | 2 | not configured | not-configured no terms-compliant free source configured (requires API key) | 0 | — | per source terms |