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Inclusionai vs Meta vs OpenAI vs DeepSeek

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.

  • Inclusionai
  • Meta
  • OpenAI
  • DeepSeek

Head to head on 24 boards: OpenAI places best on 17, Meta places best on 5, DeepSeek places best on 2 and Inclusionai places best on 0. All 4 ranked on 3 of 26 boards.

Two at a time on this screen. Tap one to swap it in.

BoardInclusionaiMetaOpenAIDeepSeek
Chat2
MultiChallengeScoretoday#175.5%best of the pickedMuse Spark#469.2%GPT-5.4 Pro#2446.1%DeepSeek V3P1
Text ArenaArena ratingtoday#81,494best of the pickedMuse Spark 1.3#171,484GPT-5.6 Sol#321,474DeepSeek V4.1 Flash
Reasoning7
AA IntelligenceIndextoday#1641.1Ling 3.1 Flash#748.1Muse Spark 1.3#452.7best of the pickedGPT-6 Astra#2039.5DeepSeek V4.1 Flash
GPQA DiamondAccuracytoday#4189.8%Muse Spark#195.8%best of the pickedGPT-6 Astra#2491.7%DeepSeek V4 Pro 0813
ARC-AGI-2Scoretoday#770.0%Llama 4 Maverick Instruct#195.0%best of the pickedGPT-6 Astra#2072.9%DeepSeek V4.1 Flash
Epoch ECIECItoday#19156.8Muse Spark 1.3#2166.4best of the pickedGPT-6 Astra#29155.3DeepSeek V4 Pro 0813
MMLU-ProAccuracy · staletoday#4782.8%Llama4 Behemoth#389.3%best of the pickedo1#3385.0%DeepSeek-V3.2
LiveBenchGlobal averagetoday#681.6%Muse Spark 1.3#482.2%best of the pickedGPT-6 Astra#781.1%DeepSeek V4.1 Flash
HLEAccuracytoday#640.6%Muse Spark#154.8%best of the pickedGPT-6 Astra
Coding4
Aider PolyglotPass rate · staletoday#4315.6%Llama 4 Maverick Instruct#188.0%best of the pickedGPT-5#874.2%DeepSeek-V3.2
WebDev ArenaArena ratingtoday#111,657Muse Spark 1.3#21,788best of the pickedGPT-6 Astra#181,620DeepSeek V4.1 Flash
SWE-bench VerifiedResolved · staletoday#3621.0%Llama 4 Maverick Instruct#672.8%best of the pickedGPT-5.2#1170.0%DeepSeek-V3.2
SWE-Bench ProResolvedtoday#390.2%GPT-6 Astra
Agents and tools3
BFCLOverall accuracytoday#3637.3%Llama 4 Maverick 17b 128e#763.0%best of the pickedo3#1256.7%DeepSeek-V3.2
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#61,294best of the pickedMuse Spark#81,291GPT-6.1 Sol
Document ArenaArena ratingtoday#121,471Muse Spark 1.3#61,486best of the pickedGPT-5.5
Image2
Text-to-ImageArena ratingtoday#81,274Muse Image#11,425best of the pickedGPT Image 2.5 Sunburst
Image EditArena ratingtoday#71,403Muse Image#11,524best 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#294.84 WERmuse-voice-transcribe (meta)#204.57 WERbest of the pickedgpt-transcribe (openai)
Speech ArenaArena ratingtoday#93850Metavoice V1#361,103best of the pickedTTS 1 Hd
Speed1
AA SpeedOutput speedtoday#5210 tok/sLing 3.1 Flash#3219 tok/sMuse Spark 1.3#6134 tok/sGPT-6 Luna#1234 tok/sbest of the pickedDeepSeek V4 Flash Vision
Price1
AA PriceBlended pricetoday#5$0.45Ling 3.1 Flash#13$2.00Muse Spark 1.3#2$0.20best of the pickedGPT-6 Luna#6$0.53DeepSeek V4.1 Flash
Usage1
OpenRouterWeekly tokenstoday#171.4T tokMuse Spark 1.3 Contributor#56.4T tokGPT-6 Luna#229.6T 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.

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