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AI model directory
Compare AI models across benchmarks
640 language, image, video, audio and decision models from 141 providers. Examine their benchmark sources and compare prices, context windows and specifications.
New models in the last 14 days
3
New models per month
By release date, February 2026 to date
New in the directory
Releases from the last 14 days. Variants a provider released on the same day share one row.
1.05 M contextfrom $4.00 input217 measurements
1 M context$0.10 input255 measurements
Rankings from the data
Language models currently on the market, calculated from the same profiles as the directory.
Cheapest input
$ per 1M tokens
Largest context window
tokens, with known price
Most measurements
measurements in the profile
Benchmark meta-analysis
Examine results from different evaluators together. Each source retains its own tests, scales and settings. The number of measurements is not a quality score.
10 reviewed external evaluators with attributed results in the directory.
Sources, coverage and methodology
Filters count only active numeric results with a verified model identity and direct source. Vendor claims, our own tests, disputed and historical values remain separately visible in profiles. Missing results mean unknown, not zero points.
Individual tests can overlap across evaluators. Composite indices and their components are listed separately and are not combined into another score here. Test series and evaluators do not represent counts of statistically independent trials.
| Evaluator | Models | Test series | Composite indices | Recorded active measurements | Historical measurements | Disputed or retracted | Source retrievals |
|---|---|---|---|---|---|---|---|
| Artificial Analysis | 194 | 26 | 7 | 3,656 | 0 | 320 | Sep 8, 2026 to Oct 19, 2026 |
| Vals AI | 114 | 46 | 2 | 13,935 | 0 | 0 | Aug 11, 2026 to Oct 15, 2026 |
| LMArena | 47 | 4 | 0 | 2,114 | 0 | 0 | Oct 7, 2026 to Oct 15, 2026 |
| LiveBench | 5 | 0 | 1 | 56 | 0 | 0 | Sep 2, 2026 to Oct 7, 2026 |
| Epoch AI | 27 | 6 | 0 | 214 | 0 | 0 | Oct 15, 2026 to Oct 19, 2026 |
| ARC Prize | 4 | 2 | 0 | 25 | 0 | 0 | Aug 26, 2026 to Sep 2, 2026 |
| METR | 7 | 1 | 0 | 14 | 0 | 0 | Aug 26, 2026 |
| Berkeley Function Calling Leaderboard | 2 | 1 | 0 | 2 | 0 | 0 | Sep 2, 2026 |
| Princeton HAL | 17 | 9 | 0 | 179 | 0 | 0 | Aug 5, 2026 to Aug 6, 2026 |
| Scale AI Evals | 27 | 9 | 0 | 121 | 0 | 0 | Aug 26, 2026 to Sep 2, 2026 |
The retrieval range also includes stored history. Evaluation dates and test configurations accompany each result in the profile.
781 recorded measurements from these sources still lack a verified test-family identity. They do not increase the test-series count.
All models
Compare short testBenchmark meta-analysis
Scores by area
These language-model indices compare published configurations within documented test series. Differences in coverage remain visible. A score requires at least 50% of its panel weight. Scale from 0 to 100. Not a percentage.
- Claude Fable 5AnthropicIndex 85.1 / 10043 of 71 test families5 sources59% of panel weight coveredRetrieved 2026-08-26 - 2026-10-19provisionalConfigurations may differ by model
- Claude Opus 5AnthropicIndex 81.7 / 10046 of 71 test families4 sources68% of panel weight coveredRetrieved 2026-10-15 - 2026-10-19provisionalConfigurations may differ by model
- GPT-5.6 SolOpenAIIndex 80.6 / 10047 of 71 test families4 sources69% of panel weight coveredRetrieved 2026-08-26 - 2026-10-19provisionalConfigurations may differ by model
- Kimi K3Moonshot AIIndex 75.2 / 10046 of 71 test families4 sources60% of panel weight coveredRetrieved 2026-10-15 - 2026-10-19provisionalConfigurations may differ by model
- GPT-6 AstraOpenAIIndex 71.9 / 10041 of 71 test families4 sources58% of panel weight coveredRetrieved 2026-10-15 - 2026-10-19provisionalConfigurations may differ by model
- GPT-5.5OpenAIIndex 71.4 / 10042 of 71 test families5 sources58% of panel weight coveredRetrieved 2026-08-05 - 2026-10-19provisionalConfigurations may differ by model
- GPT-6.1 SolOpenAIIndex 67.3 / 10040 of 71 test families4 sources60% of panel weight coveredRetrieved 2026-10-15 - 2026-10-19provisionalConfigurations may differ by model
- Gemini 3.7 FlashGoogleIndex 66.7 / 10041 of 71 test families4 sources55% of panel weight coveredRetrieved 2026-10-15 - 2026-10-19provisionalConfigurations may differ by model
- GPT-5.6 TerraOpenAIIndex 63.7 / 10041 of 71 test families3 sources55% of panel weight coveredRetrieved 2026-10-15 - 2026-10-19provisionalConfigurations may differ by model
- GLM-5.3Z.aiIndex 62.3 / 10042 of 71 test families4 sources54% of panel weight coveredRetrieved 2026-10-15 - 2026-10-19provisionalConfigurations may differ by model
10 of 149 entries shown
48 of 640 models shown
| Select for a direct comparison | Price | Weights | |||||
|---|---|---|---|---|---|---|---|
Muse Wonder MetaLanguage modelPreviewNew | October 2026 | 1.05 M | $4.00 / $20.00Input / output per 1M tokens | 2174 external evaluators, 31 test series, 2 composite indices | 6.8 / 100Oct 17, 2026 | Proprietary | |
Muse Wonder Full MetaLanguage modelSubscription onlyNew | October 2026 | 1 M | n/a | 2062 external evaluators, 31 test series, 2 composite indices | 34.6 / 100Oct 17, 2026 | Proprietary | |
Claude Haiku 5.5 AnthropicLanguage modelActiveNew | October 2026 | 1 M | $0.10 / $0.50Input / output per 1M tokens | 2553 external evaluators, 39 test series, 2 composite indices | 79 / 100Oct 19, 2026 | Proprietary | |
EmbeddingGemma 2 Google DeepMindSpecialist modelOpen weights | October 2026 | 8.2 k | n/a | 31 | 59.6 / 100Oct 20, 2026 | Open | |
Falcon-ASR Technology Innovation InstituteAudio modelLimited access | October 2026 | n/a | n/a | 12 | 0 / 100Oct 17, 2026 | n/a | |
Falcon-Emirati Technology Innovation InstituteLanguage modelLimited access | October 2026 | n/a | n/a | 33 | 0 / 100Oct 17, 2026 | n/a | |
Falcon-OCR-Arabic Technology Innovation InstituteSpecialist modelLimited access | October 2026 | n/a | n/a | 26 | 0 / 100Oct 17, 2026 | n/a | |
Mistral Large 4 Mistral AILanguage modelPreview | October 2026 | 524.3 k | $1.36 / $4.18Input / output per 1M tokens | 2594 external evaluators, 26 test series, 2 composite indices | 29.6 / 100Oct 17, 2026 | n/a | |
Nano Banana 2.1 GoogleImage modelActive | October 2026 | n/a | n/a | 57 | 12.2 / 100Oct 17, 2026 | n/a | |
pplx-decider-v1.1-27b PerplexityDecision modelOpen weights | October 2026 | n/a | in profile | 84 | 39.6 / 100Oct 20, 2026 | Open | |
Reflection Beam Reflection AILanguage modelPreview | October 2026 | 262.1 k | n/a | 21 | 21.5 / 100Oct 19, 2026 | n/a | |
Strands Decider 2B AWS StrandsDecision modelOpen weights | October 2026 | n/a | n/a | 80 | 0.8 / 100Oct 20, 2026 | Open | |
Kolibri 1 Aleph AlphaLanguage modelOpen weights | October 2026 | 1.05 M | n/a | 77 | 47.4 / 100Oct 20, 2026 | Open | |
AstaBrief-8B Allen Institute for AISpecialist modelOpen weights | October 2026 | n/a | n/a | 18 | 36.5 / 100Oct 20, 2026 | Open | |
Clef CloudflareDecision modelActive | October 2026 | n/a | in profile | 48 | 47.7 / 100Oct 20, 2026 | Open | |
Clef-Flash CloudflareDecision modelActive | October 2026 | n/a | in profile | 48 | 49.4 / 100Oct 20, 2026 | Open | |
MAI-Transcribe-2-Streaming MicrosoftAudio modelPreview | October 2026 | n/a | in profile | 1 | 3.8 / 100Oct 17, 2026 | Proprietary | |
MAI-Voice-2.1 MicrosoftAudio modelPreview | October 2026 | n/a | in profile | none | 2.4 / 100Oct 17, 2026 | Proprietary | |
MAI-Voice-2.1-Flash MicrosoftAudio modelPreview | October 2026 | n/a | in profile | none | 1.6 / 100Oct 17, 2026 | Proprietary | |
AutoTrust JEV-27B-VL AutoTrust AIDecision modelOpen weights | September 2026 | 262.1 k | n/a | 83 | 68.1 / 100Oct 20, 2026 | Open | |
Cohere Embed v5 Fast CohereSpecialist modelActive | September 2026 | n/a | n/a | 42 | 0 / 100Oct 17, 2026 | n/a | |
Cohere Embed v5 Pro CohereSpecialist modelActive | September 2026 | n/a | n/a | 42 | 0 / 100Oct 17, 2026 | n/a | |
GLiDE Fastino LabsDecision modelActive | September 2026 | n/a | n/a | 5 | 0 / 100Oct 17, 2026 | Proprietary | |
Index-Translate-2B Bilibili Index TeamLanguage modelOpen weights | September 2026 | n/a | n/a | 49 | 35.6 / 100Oct 20, 2026 | Open | |
Index-Translate-9B Bilibili Index TeamLanguage modelOpen weights | September 2026 | n/a | n/a | 49 | 34.5 / 100Oct 20, 2026 | Open | |
Index-Translate-35B-A3B Preview Bilibili Index TeamLanguage modelPreview | September 2026 | n/a | n/a | 24 | 30.8 / 100Oct 20, 2026 | Open | |
pplx-embed-v2-context-9b-preview PerplexitySpecialist modelPreview | September 2026 | n/a | n/a | 5 | 34.9 / 100Oct 20, 2026 | Open | |
GPT-6.1 Sol OpenAILanguage modelActive | September 2026 | 1.05 M | $2.00 / $10.00Input / output per 1M tokens | 2924 external evaluators, 44 test series, 2 composite indices | 41.4 / 100Oct 17, 2026 | Proprietary | |
Kumo-Tabular NVIDIASpecialist modelOpen weights | September 2026 | n/a | n/a | 2 | 42.1 / 100Oct 20, 2026 | Open | |
Mercury Voice InceptionLanguage modelEnterprise access | September 2026 | n/a | n/a | 6 | 0 / 100Oct 17, 2026 | Proprietary | |
Universal-3.6 Pro Realtime AssemblyAIAudio modelActive | September 2026 | n/a | in profile | 5 | 0 / 100Oct 17, 2026 | Proprietary | |
Claude Sonnet 5.5 AnthropicLanguage modelActive | September 2026 | 1 M | $2.00 / $10.00Input / output per 1M tokens | 3083 external evaluators, 36 test series, 2 composite indices | 60.3 / 100Oct 19, 2026 | Proprietary | |
Eleven v4 ElevenLabsAudio modelActive | September 2026 | n/a | n/a | 2 | 1.2 / 100Oct 17, 2026 | n/a | |
Eleven v4 Turbo ElevenLabsAudio modelActive | September 2026 | n/a | n/a | 11 | 0.6 / 100Oct 17, 2026 | n/a | |
Holo4-27B H CompanyLanguage modelOpen weights | September 2026 | 262.1 k | n/a | 3 | 34.3 / 100Oct 20, 2026 | Open | |
Holo4-35B-A3B H CompanyLanguage modelOpen weights | September 2026 | 262.1 k | n/a | 2 | 36.8 / 100Oct 20, 2026 | Open | |
Holotron4-30B-A3B H CompanyLanguage modelOpen weights | September 2026 | 262.1 k | n/a | 5 | 31.6 / 100Oct 20, 2026 | Open | |
Kling 4.0 Flash Kling AIVideo modelLimited access | September 2026 | n/a | n/a | none | 0 / 100Oct 17, 2026 | n/a | |
AutoTrust JEV-27B AutoTrust AIDecision modelOpen weights | September 2026 | 262.1 k | n/a | 106 | 58.3 / 100Oct 20, 2026 | Open | |
Perceptron Mk1.5 PerceptronSpecialist modelActive | September 2026 | n/a | in profile | 9 | 0 / 100Oct 17, 2026 | Proprietary | |
LFM2.5-VL-3B-DSpark Liquid AISpecialist modelOpen weights | September 2026 | n/a | n/a | 8 | 33.6 / 100Oct 20, 2026 | Open | |
Aion 3.5 Aion LabsLanguage modelActive | September 2026 | 262.1 k | $3.00 / $6.00Input / output per 1M tokens | 16 | 0 / 100Oct 17, 2026 | n/a | |
Aion 3.5 Mini Aion LabsLanguage modelActive | September 2026 | 262.1 k | $0.70 / $1.40Input / output per 1M tokens | 160 | 0 / 100Oct 17, 2026 | n/a | |
Ember-1 Fireworks ResearchLanguage modelResearch preview | September 2026 | n/a | n/a | 5 | 0 / 100Oct 17, 2026 | Proprietary | |
FLUX 3 Action Black Forest LabsSpecialist modelOpen weights | September 2026 | n/a | n/a | none | 5.6 / 100Oct 17, 2026 | Open | |
Nemotron-3-Diarization NVIDIAAudio modelOpen weights | September 2026 | n/a | n/a | 3 | 54.5 / 100Oct 20, 2026 | Open | |
Claude Opus 5.5 AnthropicLanguage modelActive | September 2026 | 1 M | $4.00 / $20.00Input / output per 1M tokens | 3333 external evaluators, 43 test series, 2 composite indices | 82.1 / 100Oct 19, 2026 | Proprietary | |
Gemini 3.8 Flash TTS GoogleAudio modelActive | September 2026 | n/a | n/a | 14 | 0 / 100Oct 17, 2026 | n/a |
Short-test comparison
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Comparisons and directories
Profiles describe individual entities. Use these pages for shared measurements or open-weight models.