Open data, benchmarks and research on how artificial intelligence is actually progressing.
This is our editors' assessment out of 5, not an average of user ratings. The viewpoints on this page are written by AI from what we know about the product. They are not customer reviews.
According to OpenAITools.app telemetry verified on 2026-11-11, Epoch AI (epochai.org) is an AI platform indexed under AI Research Tool generating 0 monthly visits with a month-over-month traffic delta of +0 (0%). Its primary geographic market is Global (— traffic share), and it operates on a Free pricing model. Top competing alternatives by monthly volume include LAION (18.49K visits/mo), The AI Labor Index (1.07K visits/mo), AI for Good Foundation (9.18K visits/mo).
The compute and scaling trend graphs here are gold for research.
Essential data for anyone trying to understand AI progress.
Wish dataset exports were cleaner, but still unmatched.
Top tier.
AI-synthesized perspectives grounded in live site inspection, pricing structure, and category benchmarks — presented as editorial viewpoints rather than individual customer testimonials.
Epoch tracks thousands of machine-learning models and maintains open databases on AI data centers, chip sales and company finances to chart how compute and capabilities grow.
Benchmarks including the Epoch Capabilities Index, FrontierMath and MirrorCode provide rigorous, independent ways to measure model performance.
Interactive data explorers let researchers chart training compute, hardware performance, chip shipments and global AI compute across time.
Regular papers and reports analyze AI scaling, infrastructure, economics, geopolitics and the future impacts of AI.
A newsletter and podcast translate ongoing data into accessible commentary, supplemented by custom research and advisory services for organizations.
Epoch AI is a research institute whose stated mission is investigating the trajectory of AI for the benefit of society. Rather than building a consumer AI product, it produces the empirical groundwork that others rely on: open databases, benchmark suites and regular reports that quantify how fast AI is actually advancing. Its work is widely cited by leading publications, universities and governments.
The institute's data spans model capabilities, training compute, hardware performance per dollar, AI data centers, chip sales and company finances. Its Epoch Capabilities Index, FrontierMath and MirrorCode benchmarks give independent measures of frontier model performance, while interactive data explorers let analysts chart trends such as new training compute doubling every few months or global AI computing capacity doubling every nine months.
Epoch AI also analyzes the industry and policy landscape, covering scaling, infrastructure, economics and geopolitics, and its website hosts a searchable library of publications, data insights and a newsletter and podcast. All of the published material is free to read, and the institute additionally offers custom research and advisory services for organizations that need deeper analysis. If you have been looking for epochai.org, that property now resolves to epoch.ai.
Pull open databases and trend figures on training compute, chip sales and model capabilities into articles, presentations and forecasts.
Use independent capability and math benchmarks to compare frontier models without relying on vendor claims.
Reference Epoch's data and reporting on compute, infrastructure and AI companies when drafting policy or strategy documents.
Follow the newsletter, podcast and data insights to stay current on scaling, economics and the future impacts of AI.
Side-by-side telemetry comparison of competing AI tools in the same primary category
| Rank | AI Tool | Monthly Visits | MoM Growth | Direct traffic share | Pricing | Head-to-Head |
|---|---|---|---|---|---|---|
| ● | Epoch AI | 0 | 0% | — | Free | Current |
| 1 | LAION | 18.49K | -24.1% | 28% direct | Free | vs LAION |
| 2 | The AI Labor Index | 1.07K | +1,100% | 40% direct | Free | vs The AI Labor Index |
| 3 | AI for Good Foundation | 9.18K | -34% | 37% direct | Contact for Pricing | vs AI for Good Foundation |
| 4 | GovAI (governance.ai) | 77.15K | -19.2% | 37% direct | Free | vs GovAI (governance.ai) |
| 5 | Surge AI | 245.14K | +6.6% | 53% direct | Contact for Pricing | vs Surge AI |
| 6 | The Asimov Institute | 1.63K | -2% | 41% direct | Contact for Pricing | vs The Asimov Institute |
Free / Open-sourceOpen AI research for everyone — datasets, models and tools, free for all
Free / Open-sourceOpen AI research for everyone — datasets, models and tools, free for all
See which tasks AI can automate, occupation by occupation
See which tasks AI can automate, occupation by occupation
Nonprofit using AI research to tackle humanitarian and economic challenges
Nonprofit using AI research to tackle humanitarian and economic challenges
Independent research and talent hub for the governance of advanced AI
Independent research and talent hub for the governance of advanced AI
Expert human data and evaluation for training frontier AI
SpecialistAI research institute for artificial creativity and constraint
SpecialistAI research institute for artificial creativity and constraint
Free / Open-sourceAcademic ML lab studying continual self-improvement: agents that get better with use
Free / Open-sourceAcademic ML lab studying continual self-improvement: agents that get better with use
Free / Open-sourceTurn human expertise into frontier-grade AI training data
Free / Open-sourceTurn human expertise into frontier-grade AI training data
Independent AI reporting, guides and an AI progress index for people who actually use AI tools
Independent AI reporting, guides and an AI progress index for people who actually use AI tools
The global AI ecosystem database, published in about 100 languages
The global AI ecosystem database, published in about 100 languages
Independent LLM leaderboard for capability, price, speed and benchmarks
Independent LLM leaderboard for capability, price, speed and benchmarks
SpecialistIndependent AI, ML and data science research & engineering consultancy
SpecialistIndependent AI, ML and data science research & engineering consultancy
