Head to head on 15 boards: DeepSeek places best on 8, Z.ai places best on 6 and Microsoft places best on 1. All 3 ranked on 2 of 25 boards.
Two at a time on this screen. Tap one to swap it in.
| Board | Read |  Z.ai |  Microsoft |  DeepSeek |
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| Chat2 | | | | |
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 Text ArenaArena rating1dyesterday | Nov 91dyesterday | #231,482best of the pickedGLM-5.3 | | #321,475DeepSeek V4.1 Flash |
 MultiChallengeScore1dyesterday | Nov 91dyesterday | | | #574.9%DeepSeek V4P1 Flash |
| Reasoning7 | | | | |
|---|
 MMLU-ProAccuracy · stale1dyesterday | Nov 91dyesterday | #2986.0%best of the pickedGLM-5 | #7576.0%Phi 4 Plus | #3385.0%DeepSeek-V3.2 |
 LiveBenchGlobal average1dyesterday | Nov 91dyesterday | #3176.1%GLM-5.3 | | #881.1%best of the pickedDeepSeek V4.1 Flash |
 AA IntelligenceIndex1dyesterday | Nov 91dyesterday | #1731.7GLM-5.3 | | #1632.6best of the pickedDeepSeek V4.1 Flash |
 Epoch ECIECI1dyesterday | Nov 91dyesterday | #29156.9GLM-5.3 | | #19159.3best of the pickedDeepSeek V4.1 Flash |
 ARC-AGI-2Score1dyesterday | Nov 91dyesterday | #2865.8%GLM 5.3 Flash | | #1978.1%best of the pickedDeepSeek V4.1 Flash |
| GPQA DiamondAccuracy1dyesterday | Nov 91dyesterday | #2891.9%GLM-5.2 | | #2193.2%best of the pickedDeepSeek V4.1 Flash |
| HLEAccuracy1dyesterday | Nov 91dyesterday | #288.3%GLM-4p5 | | |
| Coding4 | | | | |
|---|
 SWE-bench VerifiedResolved · stale1dyesterday | Nov 91dyesterday | #672.8%best of the pickedGLM-5 | | #1170.0%DeepSeek-V3.2 |
| WebDev ArenaArena rating1dyesterday | Nov 91dyesterday | #251,621GLM-5.3 | | #141,665best of the pickedDeepSeek V4.1 Flash |
 Aider PolyglotPass rate · stale1dyesterday | Nov 91dyesterday | | | #874.2%DeepSeek-V3.2 |
| SWE-Bench ProResolved1dyesterday | Nov 91dyesterday | #1184.3%GLM-5.3 | | |
| Agents and tools2 | | | | |
|---|
 BFCLOverall accuracy · stale1dyesterday | Nov 91dyesterday | #472.4%best of the pickedGLM 4.6 | #5028.8%Phi 4 | #1256.7%DeepSeek-V3.2 |
| MCP AtlasPass rate1dyesterday | Nov 91dyesterday | #884.2%GLM-5.3 | | |
| Vision2 | | | | |
|---|
| Vision ArenaArena rating1dyesterday | Nov 91dyesterday | #291,272best of the pickedGLM 5.3 Flash | | #341,263DeepSeek V4.1 Flash |
| Document ArenaArena rating1dyesterday | Nov 91dyesterday | #401,407GLM-5v Turbo | | |
| Image2 | | | | |
|---|
| Text-to-ImageArena rating1dyesterday | Nov 91dyesterday | #661,012GLM Image | #61,330best of the pickedMAI Image 2.6 | |
| Image EditArena rating1dyesterday | Nov 91dyesterday | | #41,467MAI Image 2.7 | |
| Speech2 | | | | |
|---|
 Open ASRAverage WER1dyesterday | Nov 91dyesterday | | #35.55 WERazure-speech-09-2026 (microsoft) | |
| Speech ArenaArena rating1dyesterday | Nov 91dyesterday | | #311,145Azure Hd 2.5 | |
| Embeddings1 | | | | |
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| MTEBMean task score1dyesterday | Nov 91dyesterday | | #174.3%harrier-oss-v1-27b (microsoft) | |
| Speed1 | | | | |
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| AA SpeedOutput speed1dyesterday | Nov 91dyesterday | #539 tok/sbest of the pickedGLM 5.3 Flash | | #1323 tok/sDeepSeek V4 Pro 0813 |
| Price1 | | | | |
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| AA PriceBlended price1dyesterday | Nov 91dyesterday | #7$2.15GLM-5.3 | | #3$0.53best of the pickedDeepSeek V4.1 Flash |
| Usage1 | | | | |
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 OpenRouterWeekly tokens1dyesterday | Nov 91dyesterday | #213.2T tokGLM 5.3 Flash | | #156.0T tokbest of the pickedDeepSeek V4.1 Flash |
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