Every list
231 lists, each one a way of cutting the catalogue that somebody would actually search for. Any two of the first three can be crossed — open-weight voice models, coding models that fit in 32 GB — and every crossing that has a member has its own address.
Chosen rather than filtered 6 lists
Lists nobody could derive from a column. Which model is best at each kind of work, which of the measured ones you can run for almost nothing, what is given away, what fits on what, and what runs where the host cannot read your prompt.
What a thing is for 20 lists
The job somebody wants done. Read off the modality, the maker's own description and the boards a thing is measured on — never guessed at.
- conversation1,190
- images462
- writing code270
- reasoning266
- speech238
- video192
- agentic165
- embeddings164
- transcription133
- structured extraction100
- reading documents74
- translation62
- search48
- evaluation44
- reranking search results31
- safety classification20
- music20
- avatar video16
- crawling the web16
- running code9
What you may do with it 4 lists
Whether the weights are published, and what the licence asks in return. Every one read off a model card rather than inferred.
- open weights you may use commercially1,041
- open weights with conditions attached659
- published for research only, not for selling105
- closed weights, bought through an API628
What your own machine can hold 9 lists
Open-weight models small enough to run yourself, by the memory of the device. Four-bit weights, total parameters counted, arithmetic stated on each page.
- 8 GB — a phone, a base iPad, an Air557
- 16 GB — the common laptop846
- 24 GB — a 24 GB card, or a Mac with 24890
- 32 GB — a well-specified laptop986
- 36 GB — a MacBook Pro with 361,031
- 64 GB — a workstation1,047
- 96 GB — a MacBook Pro with 961,115
- 128 GB — a large Mac or a server card1,133
- 256 GB — a Mac Studio with 2561,161
What goes in and what comes out 37 lists
The shape of a thing, which decides whether it can be used at all. Lists of fewer than five are left off this map but still answer.
- text → text1,236
- text + image → text332
- text → image278
- text → audio191
- text → embedding154
- text + image + file → text131
- audio → text116
- text + image → image71
- image → text60
- text → video59
- image → image54
- image → video51
- text + image → text + image45
- → 34
- text + image → video33
- text + audio → text + audio32
- text + image + video → text31
- text + code → text + code17
- text + image → audio + video17
- image + file → text16
- image → embedding13
- text + image + audio + video → text12
- file → text11
- text + file → text11
- text + image + video → video10
- text + image + video + file → text9
- video → video9
- file → file8
- text + image + audio + video → text + audio8
- audio → audio7
- text + image → text + code7
- image + video → text6
- text + audio → audio6
- text + audio → text6
- text + image + audio + video + file → text6
- text + image + audio → audio + video5
- text + image + audio → text + audio5
Everything, in order 6 lists
The whole catalogue, a hundred to a page, alphabetically.
Around the market 2 lists
The people behind the companies, and the wire the crawler reads.
Who is measured, and where 147 lists
Public leaderboards the catalogue reads. The count is how many of the models each board ranks are things the catalogue also holds.
- Epoch capabilities index — Epoch AI192
- GPQA Diamond172
- OTIS Mock AIME 2024-2025160
- Artificial Analysis · Intelligence Index151
- LMArena · Text150
- Dtbench — Epoch AI136
- Chess puzzles — Epoch AI125
- Artificial Analysis · Coding Index124
- Weirdml — Epoch AI117
- Lmca — Epoch AI114
- Design Arena · website (models)113
- Critpt — Epoch AI111
- Design Arena · codecategories (models)107
- Design Arena · gamedev (models)106
- Design Arena · dataviz (models)105
- Design Arena · uicomponent (models)103
- Scicode — Epoch AI102
- Design Arena · 3d (models)99
- Ale bench — Epoch AI98
- Artificial Analysis · Agentic Index93
- Webdev arena — Epoch AI91
- Mmlu — Epoch AI86
- LMArena · Vision81
- Vectara Hallucination Leaderboard81
- Simplebench — Epoch AI76
- Design Arena · svg (models)75
- Arc agi 2 — Epoch AI74
- Arc agi — Epoch AI74
- Math level 5 — Epoch AI72
- Frontiermath tiers 1 3 v2 — Epoch AI72
- LMArena · WebDev71
- Simpleqa verified — Epoch AI69
- Forecastbench — Epoch AI65
- Mystery game puzzles — Epoch AI64
- ARC-AGI-2 (Semi-Private)64
- FrontierMath (Tiers 1-3)63
- Proofbench — Epoch AI62
- ARC-AGI-1 (Semi-Private)62
- ARC-AGI-2 (Public Eval)60
- Design Arena · asciiart (models)59
- ARC-AGI-1 (Public Eval)58
- Vending bench 2 — Epoch AI54
- Frontiermath tier 4 v2 — Epoch AI54
- Apex agents — Epoch AI52
- Frontiermath tier 4 — Epoch AI49
- Gsm8k — Epoch AI48
- Aider polyglot — Epoch AI46
- Wino grande — Epoch AI43
- Terminalbench — Epoch AI43
- Design Arena · mobileapps (agents)41
- Design Arena · fullstack (agents)41
- Aider polyglot coding leaderboard40
- Design Arena · webapps (agents)39
- Lech mazur writing — Epoch AI38
- Arc ai2 — Epoch AI38
- Live bench — Epoch AI37
- Humanity's Last Exam (Epoch AI replication)37
- Design Arena · androidnative (agents)36
- Metr time horizons — Epoch AI35
- Hella swag — Epoch AI35
- Enigma eval — Epoch AI35
- Bool q — Epoch AI35
- Swe bench verified — Epoch AI32
- TTS Arena V231
- MTEB · Multilingual (MTEB(Multilingual, v2))31
- LMArena · Search31
- Piqa — Epoch AI31
- Bbh — Epoch AI31
- MTEB · English (MTEB(eng, v2))30
- Fictionlivebench — Epoch AI30
- Balrog — Epoch AI28
- LMArena · Agent27
- Gso — Epoch AI27
- Frontiercode — Epoch AI27
- Design Arena · python-pptxslides (agents)27
- Design Arena · godotgamedev (agents)27
- τ³-Banking Leaderboard26
- Open ASR Leaderboard · English short-form26
- Deepswe — Epoch AI26
- Artificial Analysis · Text to Image Arena26
- SWE-Bench Pro (Public Dataset)25
- Gdp pdf — Epoch AI25
- Design Arena · agenticgamedev (agents)25
- AIME 202625
- Vending-Bench 2 — Current leaderboard24
- Vpct — Epoch AI24
- Open book qa — Epoch AI24
- Deepresearchbench — Epoch AI24
- Blueprint bench 2 — Epoch AI24
- Gbaeval — Epoch AI23
- Design Arena · htmlslides (agents)23
- AIME 202523
- Artificial Analysis · Text to Video Arena23
- MTEB · English — Reranking task-type split22
- LiveCodeBench Leaderboard (default window 8/1/2024–5/1/2025, 454 problems)22
- Surface evolver bench — Epoch AI22
- Cursorbench — Epoch AI22
- Berkeley Function-Calling Leaderboard (BFCL) V422
- MMLU-Pro21
- Trivia qa — Epoch AI21
- Ebr bench — Epoch AI21
- SWE-bench Verified (default "Bash Only" view, agent = mini-SWE-agent)19
- OSWorld-Verified Results (All)18
- Cybench — Epoch AI18
- Cl bench — Epoch AI18
- SWE-rebench Leaderboard (default window 15/05/2026–01/07/2026, 111 problems)17
- Algotune — Epoch AI17
- AgentBench Leaderboard (new)15
- Cl bench life — Epoch AI13
- Cad eval — Epoch AI13
- ARC-AGI-3 (Semi-Private)13
- terminal-bench@2.112
- SWE-bench Verified (Bash Only toggle off — all agents)12
- Video mme — Epoch AI12
- The agent company — Epoch AI12
- Science qa — Epoch AI12
- Rli — Epoch AI11
- Posttrainbench — Epoch AI11
- Lambada — Epoch AI11
- SWE-bench Multimodal10
- Humanity's Last Exam10
- Gdpval — Epoch AI10
- WebArena Leaderboard (official Google Sheet)9
- τ³-Voice Leaderboard9
- Osworld 2 — Epoch AI9
- Frontierswe — Epoch AI9
- Design Arena · agenticslides(python-pptx) (agents)9
- Design Arena · agenticslides(html) (agents)9
- Design Arena · agenticslides (agents)9
- Design Arena · agentichtmlslides (agents)9
- Os world — Epoch AI8
- Mirrorcode — Epoch AI8
- Exploitbench — Epoch AI8
- Adversarial nli — Epoch AI8
- Design Arena · pptxslides (agents)8
- τ²-bench Leaderboard (Overall: Retail · Airline · Telecom)7
- Spatialviz bench — Epoch AI7
- terminal-bench@2.06
- Btf3 — Epoch AI6
- Design Arena · logo (models)5
- Design Arena · image (models)5
- Design Arena · graphicdesign (models)5
- Superglue — Epoch AI3
- Common sense qa 2 — Epoch AI3
- GAIA Leaderboard (test split, results_public)2
- Design Arena · imageediting (models)1
- AlpacaEval Leaderboard1