Head to head on 16 boards: OpenAI places best on 13, Microsoft places best on 3 and Nvidia places best on 0. All 3 ranked on 5 of 27 boards.
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| Board | Read |  Nvidia |  OpenAI |  Microsoft |
|---|
| Chat2 | | | | |
|---|
 MultiChallengeScoretodaytoday | Nov 9todaytoday | | #182.0%GPT-6.1 Sol | |
 Text ArenaArena ratingtodaytoday | Nov 9todaytoday | | #191,485GPT-5.6 Sol | |
| Reasoning7 | | | | |
|---|
 MMLU-ProAccuracy · staletodaytoday | Nov 9todaytoday | #7078.3%Nemotron 3 Nano 30b A3B | #389.3%best of the pickedo1 | #7576.0%Phi 4 Plus |
 Epoch ECIECItodaytoday | Nov 9todaytoday | #76147.1Nemotron 3 Ultra | #1169.1best of the pickedGPT-6 Astra | |
 ARC-AGI-2Scoretodaytoday | Nov 9todaytoday | #731.9%Nemotron 3.5 Super VL | #195.0%best of the pickedGPT-6 Astra | |
| GPQA DiamondAccuracytodaytoday | Nov 9todaytoday | #7585.4%Nemotron 3 Ultra | #295.8%best of the pickedGPT-6 Astra | |
 AA IntelligenceIndextodaytoday | Nov 9todaytoday | #3513.6Nemotron 3.5 Super VL | #356.9best of the pickedGPT-6 Astra | |
 LiveBenchGlobal averagetodaytoday | Nov 9todaytoday | #5867.4%Nemotron 3 Ultra 550B A55B | #482.2%best of the pickedGPT-6 Astra | |
| HLEAccuracytodaytoday | Nov 9todaytoday | | #154.8%GPT-6 Astra | |
| Coding4 | | | | |
|---|
 Aider PolyglotPass rate · staletodaytoday | Nov 9todaytoday | | #188.0%GPT-5 | |
| WebDev ArenaArena ratingtodaytoday | Nov 9todaytoday | | #31,770GPT-6 Astra | |
| SWE-Bench ProResolvedtodaytoday | Nov 9todaytoday | | #490.2%GPT-6 Astra | |
 SWE-bench VerifiedResolved · staletodaytoday | Nov 9todaytoday | | #672.8%GPT-5.2 | |
| Agents and tools3 | | | | |
|---|
 BFCLOverall accuracy · staletodaytoday | Nov 9todaytoday | #8010.0%Llama 3.1 Nemotron Ultra 253b V1 | #763.0%best of the pickedo3 | #5028.8%Phi 4 |
| MCP AtlasPass ratetodaytoday | Nov 9todaytoday | #2963.1%Nemotron 3 Ultra | #1481.8%best of the pickedGPT-5.6 | |
| Search ArenaArena ratingtodaytoday | Nov 9todaytoday | | #11,255GPT-5.6 Sol | |
| Vision2 | | | | |
|---|
| Vision ArenaArena ratingtodaytoday | Nov 9todaytoday | #731,211Nvidia Nemotron 3.5 Super VL 120b A12B | #81,293best of the pickedGPT-6.1 Sol | |
| Document ArenaArena ratingtodaytoday | Nov 9todaytoday | | #51,486GPT-5.6 Sol | |
| Image2 | | | | |
|---|
| Text-to-ImageArena ratingtodaytoday | Nov 9todaytoday | #261,165Cosmos3 Super Text2image | #11,429best of the pickedGPT Image 2.5 Sunburst | #61,330MAI Image 2.6 |
| Image EditArena ratingtodaytoday | Nov 9todaytoday | | #11,517best of the pickedGPT Image 2.5 Sunburst | #41,467MAI Image 2.7 |
| Video1 | | | | |
|---|
| Text-to-VideoArena ratingtodaytoday | Nov 9todaytoday | | #131,367Sora 2 Pro | |
| Speech2 | | | | |
|---|
 Open ASRAverage WERtodaytoday | Nov 9todaytoday | #96.13 WERNVIDIA-Nemotron-3.5-Transcribe-30B-A4B (nvidia) | #186.80 WERgpt-transcribe (openai) | #35.55 WERbest of the pickedazure-speech-09-2026 (microsoft) |
| Speech ArenaArena ratingtodaytoday | Nov 9todaytoday | #591,064Magpie Multilingual 357m | #421,107TTS 1 Hd | #311,145best of the pickedAzure Hd 2.5 |
| Embeddings1 | | | | |
|---|
| MTEBMean task scoretodaytoday | Nov 9todaytoday | #369.5%llama-embed-nemotron-8b (nvidia) | | #174.3%best of the pickedharrier-oss-v1-27b (microsoft) |
| Speed1 | | | | |
|---|
| AA SpeedOutput speedtodaytoday | Nov 9todaytoday | #318 tok/sNemotron 3.5 Super VL | #1522 tok/sbest of the pickedGPT-6.1 Sol | |
| Price1 | | | | |
|---|
| AA PriceBlended pricetodaytoday | Nov 9todaytoday | | #6$2.00GPT-6.1 Terra | |
| Usage1 | | | | |
|---|
 OpenRouterWeekly tokenstodaytoday | Nov 9todaytoday | #143.0T tokNemotron 3 Ultra 550B A55B | #47.2T tokbest of the pickedGPT-6 Luna | |
Green marks the best placing among the picked where two or more are ranked; ties are marked for each. Ranks are each board's own order (lower is better), scores as the board published them. Dash: not on that board.
Modelsby Glyph