{"site":{"name":"ComputePulse","tagline":"AI and compute, live: model releases, research volume, benchmarks, GPU prices, token throughput, and the compute buildout.","domain":"computepulse.pages.dev","userAgent":"ComputePulse/0.1 (+https://computepulse.pages.dev; vital-signs dashboard)"},"instruments":[{"kind":"metric","order":"desc","staleAfter":"12h","seriesMode":"merge","unit":"models/24h","decimals":0,"history":720,"needsKey":null,"higherIsWorse":false,"describe":"Model repositories created on the Hugging Face Hub in the last 24 hours — the broadest available pulse of how fast open model publishing is moving.","id":"hf-new-models-24h","section":"Vitals","title":"New models published on Hugging Face","cadence":"6h","source":{"name":"Hugging Face Hub API","url":"https://huggingface.co/api/models?sort=createdAt&direction=-1","license":"Hub metadata, free/keyless API"},"thresholds":null},{"kind":"metric","order":"desc","staleAfter":"12h","seriesMode":"merge","unit":"of 3","decimals":0,"history":288,"needsKey":null,"higherIsWorse":true,"describe":"How many of OpenAI, Anthropic and Hugging Face are currently self-reporting anything other than fully operational.","id":"ai-providers-degraded","section":"Vitals","title":"AI providers reporting degradation","cadence":"6h","source":{"name":"OpenAI / Anthropic / Hugging Face status pages","url":"https://status.openai.com/","license":"public status endpoints"},"thresholds":[{"level":"serious","gte":2},{"level":"warning","gte":1}]},{"kind":"metric","order":"desc","staleAfter":null,"seriesMode":"merge","unit":"models","decimals":0,"history":240,"needsKey":null,"higherIsWorse":false,"describe":"How many distinct LLMs are commercially servable through a single aggregator right now — a proxy for how crowded the inference market has become.","id":"openrouter-models","section":"Models","title":"Models routable on OpenRouter","cadence":"6h","source":{"name":"OpenRouter","url":"https://openrouter.ai/api/v1/models","license":"public API, keyless"},"thresholds":null},{"kind":"events","order":"desc","staleAfter":"12h","seriesMode":"merge","unit":"","decimals":1,"history":120,"needsKey":null,"higherIsWorse":true,"describe":"The newest public model repos from the labs that set the frontier (Meta, Google, Qwen, DeepSeek, Mistral, NVIDIA, AI2, xAI, Moonshot, Z.ai and friends).","id":"hf-lab-releases","section":"Models","title":"Latest model releases from major labs","cadence":"6h","source":{"name":"Hugging Face Hub API","url":"https://huggingface.co/models?sort=created","license":"Hub metadata, free/keyless API"},"thresholds":null},{"kind":"metric","order":"desc","staleAfter":"5d","seriesMode":"merge","unit":"papers/day","decimals":0,"history":240,"needsKey":null,"higherIsWorse":false,"describe":"Daily rate of new cs.AI / cs.LG / cs.CL submissions, averaged over a complete 7-day window ending three days ago (arXiv indexes submissions with that much lag).","id":"arxiv-ai-papers","section":"Research","title":"AI preprints posted to arXiv","cadence":"6h","source":{"name":"arXiv API","url":"https://info.arxiv.org/help/api/index.html","license":"arXiv API Terms of Use — metadata free to reuse with attribution"},"thresholds":null},{"kind":"events","order":"desc","staleAfter":null,"seriesMode":"merge","unit":"","decimals":1,"history":120,"needsKey":null,"higherIsWorse":true,"describe":"The arXiv preprints the ML community is actually upvoting today — a curated counterweight to raw submission volume.","id":"hf-daily-papers","section":"Research","title":"Papers of the day","cadence":"6h","source":{"name":"Hugging Face Daily Papers","url":"https://huggingface.co/papers","license":"Hub metadata, free/keyless API"},"thresholds":null},{"kind":"metric","order":"desc","staleAfter":"120d","seriesMode":"merge","unit":"models","decimals":0,"history":400,"needsKey":null,"higherIsWorse":false,"describe":"Cumulative count of publicly known models trained with at least 10²⁵ floating-point operations — the compute level at which the EU AI Act and US reporting rules consider a training run frontier-scale.","id":"epoch-frontier-models","section":"Frontier & benchmarks","title":"Models trained above 10²⁵ FLOP","cadence":"1d","source":{"name":"Epoch AI — Notable AI Models","url":"https://epoch.ai/data/notable-ai-models","license":"CC BY 4.0"},"thresholds":null},{"kind":"metric","order":"desc","staleAfter":"720d","seriesMode":"merge","unit":"H100-equivalents","decimals":0,"history":200,"needsKey":null,"higherIsWorse":false,"describe":"Size of the biggest AI training cluster Epoch has confirmed is operational, normalised to H100-equivalent chips. The series shows only record-breaking clusters, so it is the historical high-water mark of hardware concentration.","id":"epoch-largest-cluster","section":"Frontier & benchmarks","title":"Largest known AI cluster","cadence":"1d","source":{"name":"Epoch AI — Data on AI Supercomputers","url":"https://epoch.ai/data/ai-supercomputers","license":"CC BY 4.0"},"thresholds":null},{"kind":"metric","order":"desc","staleAfter":null,"seriesMode":"merge","unit":"index","decimals":1,"history":240,"needsKey":"ARTIFICIAL_ANALYSIS_API_KEY","higherIsWorse":false,"describe":"Best score any model currently posts on the Artificial Analysis Intelligence Index, a composite of reasoning, coding and knowledge benchmarks — the single number that tracks the capability frontier.","id":"aa-intelligence-index","section":"Frontier & benchmarks","title":"Top Intelligence Index score","cadence":"6h","source":{"name":"Artificial Analysis","url":"https://artificialanalysis.ai/","license":"free API key required; see their terms for redistribution limits"},"thresholds":null},{"kind":"metric","order":"desc","staleAfter":"12h","seriesMode":"merge","unit":"$/GPU-hr","decimals":3,"history":720,"needsKey":null,"higherIsWorse":true,"describe":"Lowest advertised on-demand price for one H100 SXM on the open GPU spot market — the clearest public read on whether training and inference capacity is tight or slack.","id":"gpu-h100-spot","section":"Usage & prices","title":"Cheapest rentable H100","cadence":"6h","source":{"name":"Vast.ai marketplace","url":"https://cloud.vast.ai/create/","license":"public console API, keyless"},"thresholds":null},{"kind":"metric","order":"desc","staleAfter":null,"seriesMode":"merge","unit":"$/M tokens","decimals":3,"history":240,"needsKey":null,"higherIsWorse":true,"describe":"Median list price to send a million input tokens to a paid model with at least a 128k context window — the going rate for serious LLM work.","id":"openrouter-price-longctx","section":"Usage & prices","title":"Median input price, long-context models","cadence":"6h","source":{"name":"OpenRouter","url":"https://openrouter.ai/models","license":"public API, keyless"},"thresholds":null},{"kind":"metric","order":"desc","staleAfter":"7d","seriesMode":"merge","unit":"downloads/week","decimals":0,"history":400,"needsKey":null,"higherIsWorse":false,"describe":"Combined weekly npm installs of the five SDKs most JavaScript apps use to call a model (OpenAI, Anthropic, Google GenAI, LangChain, Vercel AI) — a demand signal from the builder side rather than the lab side.","id":"npm-ai-sdk-downloads","section":"Ecosystem","title":"AI SDK downloads from npm","cadence":"1d","source":{"name":"npm registry download API","url":"https://github.com/npm/registry/blob/master/docs/download-counts.md","license":"public API, keyless"},"thresholds":null},{"kind":"events","order":"desc","staleAfter":"12h","seriesMode":"merge","unit":"","decimals":1,"history":120,"needsKey":null,"higherIsWorse":true,"describe":"Every incident the big model providers have opened on their own status pages, newest first, with their own severity rating.","id":"ai-incidents","section":"Incidents","title":"AI platform incidents","cadence":"6h","source":{"name":"OpenAI / Anthropic / Google Cloud status pages","url":"https://status.anthropic.com/","license":"public status endpoints"},"thresholds":null},{"kind":"events","order":"desc","staleAfter":"12h","seriesMode":"merge","unit":"","decimals":1,"history":150,"needsKey":null,"higherIsWorse":true,"describe":"What the labs themselves said this week — model launches, safety posts and research write-ups, straight from their own feeds.","id":"lab-announcements","section":"Announcements","title":"Lab announcements","cadence":"6h","source":{"name":"OpenAI / DeepMind / Google / Hugging Face / Mistral blogs","url":"https://openai.com/news/","license":"publisher RSS feeds"},"thresholds":null}]}