How the leader of leaders is scored
1. Capture
Every board is fetched daily at 04:30 UTC from its own page, data file or API and parsed without a model. If a parser breaks, the model reads that board’s page instead and those rows carry an Unverified badge.
2. One model, one entry
Variants collapse to the model: effort levels (high, xhigh, max), thinking modes, dated snapshots and agent harnesses. The best variant on a board stands for the model there. The exact name each board published is kept next to every entry.
3. Which boards count
Language-model quality boards (chat, reasoning, coding, agents and tools, vision) that published in the last 180 days. Image, video, speech, embeddings, speed, price and usage get their own category leaders.
4. Points
On each counted board: #1 earns 10 points, #2 earns 9, down to 1 point for #10. Podium score = points earned / (10 × boards counted) × 100. Ties break on #1 finishes, then the median rank across boards that list the model.
Which boards count: 14 of 29 today
What this is not
A board is one team’s method on one day. This site does not run evaluations and does not adjust anyone’s numbers; it shows where the boards agree. Vendors: OpenAI, Anthropic, Google and others appear by the name each board uses, linked to their own pages.
How the list of boards grows
Each run looks for leaderboards not read yet: the official leaderboard of every benchmark in the catalog, Hugging Face Spaces that are leaderboards (100+ likes, updated in the last year) and a weekly search. A found board is checked (it must answer) and listed here until a reader for it is written; then it joins the table above. 143 models were added in the last 30 days. 60 found so far, 2 more to check.
- UGI Leaderboard2,080 likes
- Open VLM Leaderboard1,030 likes
- TTS Arena V2975 likes
- Agent Memory Leaderboard816 likes
- GAIA leaderboard627 likes
- LLM Performance Leaderboard487 likes
- TTS Spaces Arena487 likes
- Agent Leaderboard453 likes
- 3D Arena412 likes
- Deep Reinforcement Learning Leaderboard400 likes
- VBench leaderboard362 likes
- GPU Poor LLM Arena351 likes
- Low-bit LLM Leaderboard228 likes
- Vidore Leaderboard212 likes
- LLM Hallucination Leaderboard199 likes
- Yet Another LLM Leaderboard193 likes
- TabArena186 likes
- Open Arabic LLM Leaderboard184 likes
- H3 Acceleration Arena142 likes
- Open FinLLM Leaderboard139 likes
- MMEB Leaderboard133 likes
- MTEB-BR Leaderboard121 likes
- AI Phone Leaderboard119 likes
- MTEB Arena116 likes
- Open SLM Leaderboard115 likes
- Judge Arena112 likes
- Open Japanese LLM Leaderboard108 likes
- Open Universal Arabic Asr Leaderboard108 likes
- Huggingface Leaderboard103 likes
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