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Meta vs DeepSeek vs Microsoft vs OpenAI

Each lab shows its best-ranked model on every board. One row per board where at least one is ranked, from each board's current capture.

  • Meta
  • DeepSeek
  • Microsoft
  • OpenAI

Head to head on 24 boards: OpenAI places best on 15, Meta places best on 6, Microsoft places best on 2 and DeepSeek places best on 1. All 4 ranked on 2 of 27 boards.

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BoardMetaDeepSeekMicrosoftOpenAI
Chat2
MultiChallengeScoretoday#175.5%best of the pickedMuse Spark#2446.1%DeepSeek V3P1#469.2%GPT-5.4 Pro
Text ArenaArena ratingtoday#61,496best of the pickedMuse Spark 1.2#251,477DeepSeek V4.1 Flash#161,483GPT-5.6 Sol
Reasoning7
MMLU-ProAccuracy · staletoday#4782.8%Llama4 Behemoth#3385.0%DeepSeek-V3.2#7576.0%Phi 4 Plus#389.3%best of the pickedo1
GPQA DiamondAccuracytoday#3589.8%Muse Spark#2091.7%DeepSeek V4 Pro 0813#195.8%best of the pickedGPT-6 Astra
Epoch ECIECItoday#15156.9Muse Spark 1.3#24155.4DeepSeek V4 Pro 0813#1166.6best of the pickedGPT-6 Astra
ARC-AGI-2Scoretoday#710.0%Llama 4 Maverick Instruct#2361.4%DeepSeek V4 Flash Vision#195.0%best of the pickedGPT-6 Astra
AA IntelligenceIndextoday#448.1Muse Spark 1.3#1839.5DeepSeek V4.1 Flash#352.7best of the pickedGPT-6 Astra
LiveBenchGlobal averagetoday#581.6%Muse Spark 1.3#681.1%DeepSeek V4.1 Flash#482.2%best of the pickedGPT-6 Astra
HLEAccuracytoday#640.6%Muse Spark#154.8%best of the pickedGPT-6 Astra
Coding4
Aider PolyglotPass rate · staletoday#4315.6%Llama 4 Maverick Instruct#874.2%DeepSeek-V3.2#188.0%best of the pickedGPT-5
WebDev ArenaArena ratingtoday#81,656Muse Spark 1.3#131,621DeepSeek V4.1 Flash#21,792best of the pickedGPT-6 Astra
SWE-bench VerifiedResolved · staletoday#3621.0%Llama 4 Maverick Instruct#1170.0%DeepSeek-V3.2#672.8%best of the pickedGPT-5.2
SWE-Bench ProResolvedtoday#390.2%GPT-6 Astra
Agents and tools3
BFCLOverall accuracytoday#3637.3%Llama 4 Maverick 17b 128e#1256.7%DeepSeek-V3.2#5028.8%Phi 4#763.0%best of the pickedo3
MCP AtlasPass ratetoday#188.1%best of the pickedMuse Spark 1.1#1181.8%GPT-5.6
Search ArenaArena ratingtoday#11,257GPT-5.6 Sol
Vision2
Vision ArenaArena ratingtoday#51,294best of the pickedMuse Spark 1.3#111,287GPT-5.5
Document ArenaArena ratingtoday#121,471Muse Spark 1.3#61,486best of the pickedGPT-5.5
Image2
Text-to-ImageArena ratingtoday#71,276Muse Image#41,335MAI Image 2.6#11,424best of the pickedGPT Image 2.5 Sunburst
Image EditArena ratingtoday#61,402Muse Image#51,429MAI Image 2.6#11,526best of the pickedGPT Image 2.5 Sunburst
Video1
Text-to-VideoArena ratingtoday#91,456best of the pickedMuse Video#111,368Sora 2 Pro
Speech2
Open ASRAverage WERtoday#284.84 WERmuse-voice-transcribe (meta)#23.81 WERbest of the pickedazure-speech-07-2026 (microsoft)#535.78 WERwhisper-large-v3 (openai)
Speech ArenaArena ratingtoday#89847Metavoice V1#261,126best of the pickedAzure Hd 2.5#321,104TTS 1 Hd
Embeddings1
MTEBMean task scoretoday#174.3%harrier-oss-v1-27b (microsoft)
Speed1
AA SpeedOutput speedtoday#2232 tok/sbest of the pickedMuse Spark 1.3#3232 tok/sDeepSeek V4.1 Flash#5154 tok/sGPT-6 Luna
Price1
AA PriceBlended pricetoday#11$2.00Muse Spark 1.3#4$0.53DeepSeek V4.1 Flash#1$0.20best of the pickedGPT-6 Luna
Usage1
OpenRouterWeekly tokenstoday#151.8T tokMuse Spark 1.3 Contributor#118.6T tokbest of the pickedDeepSeek V4.1 Flash#58.6T tokGPT-5.6 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.

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