Inclusionai vs OpenAI vs DeepSeek vs Meta

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.

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IInclusionaiOpenAIDeepSeekMeta

Board	Read	IInclusionai	OpenAI	DeepSeek	Meta
Chat2
MultiChallengeScoretodaytoday	Oct 7todaytoday		#469.2%GPT-5.4 Pro	#2446.1%DeepSeek V3P1	#175.5%best of the pickedMuse Spark
Text ArenaArena ratingtodaytoday	Oct 7todaytoday		#171,484GPT-5.6 Sol	#321,474DeepSeek V4.1 Flash	#81,494best of the pickedMuse Spark 1.3
Reasoning7
AA IntelligenceIndextodaytoday	Oct 7todaytoday	#1641.1Ling 3.1 Flash	#452.7best of the pickedGPT-6 Astra	#2039.5DeepSeek V4.1 Flash	#748.1Muse Spark 1.3
GPQA DiamondAccuracytodaytoday	Oct 7todaytoday		#195.8%best of the pickedGPT-6 Astra	#2491.7%DeepSeek V4 Pro 0813	#4189.8%Muse Spark
ARC-AGI-2Scoretodaytoday	Oct 7todaytoday		#195.0%best of the pickedGPT-6 Astra	#2072.9%DeepSeek V4.1 Flash	#770.0%Llama 4 Maverick Instruct
Epoch ECIECItodaytoday	Oct 7todaytoday		#2166.4best of the pickedGPT-6 Astra	#29155.3DeepSeek V4 Pro 0813	#19156.8Muse Spark 1.3
MMLU-ProAccuracy · staletodaytoday	Oct 7todaytoday		#389.3%best of the pickedo1	#3385.0%DeepSeek-V3.2	#4782.8%Llama4 Behemoth
LiveBenchGlobal averagetodaytoday	Oct 7todaytoday		#482.2%best of the pickedGPT-6 Astra	#781.1%DeepSeek V4.1 Flash	#681.6%Muse Spark 1.3
HLEAccuracytodaytoday	Oct 7todaytoday		#154.8%best of the pickedGPT-6 Astra		#640.6%Muse Spark
Coding4
Aider PolyglotPass rate · staletodaytoday	Oct 7todaytoday		#188.0%best of the pickedGPT-5	#874.2%DeepSeek-V3.2	#4315.6%Llama 4 Maverick Instruct
WebDev ArenaArena ratingtodaytoday	Oct 7todaytoday		#21,788best of the pickedGPT-6 Astra	#181,620DeepSeek V4.1 Flash	#111,657Muse Spark 1.3
SWE-bench VerifiedResolved · staletodaytoday	Oct 7todaytoday		#672.8%best of the pickedGPT-5.2	#1170.0%DeepSeek-V3.2	#3621.0%Llama 4 Maverick Instruct
SWE-Bench ProResolvedtodaytoday	Oct 7todaytoday		#390.2%GPT-6 Astra
Agents and tools3
BFCLOverall accuracytodaytoday	Oct 7todaytoday		#763.0%best of the pickedo3	#1256.7%DeepSeek-V3.2	#3637.3%Llama 4 Maverick 17b 128e
MCP AtlasPass ratetodaytoday	Oct 7todaytoday		#1181.8%GPT-5.6		#188.1%best of the pickedMuse Spark 1.1
Search ArenaArena ratingtodaytoday	Oct 7todaytoday		#11,257GPT-5.6 Sol
Vision2
Vision ArenaArena ratingtodaytoday	Oct 7todaytoday		#81,291GPT-6.1 Sol		#61,294best of the pickedMuse Spark
Document ArenaArena ratingtodaytoday	Oct 7todaytoday		#61,486best of the pickedGPT-5.5		#121,471Muse Spark 1.3
Image2
Text-to-ImageArena ratingtodaytoday	Oct 7todaytoday		#11,425best of the pickedGPT Image 2.5 Sunburst		#81,274Muse Image
Image EditArena ratingtodaytoday	Oct 7todaytoday		#11,524best of the pickedGPT Image 2.5 Sunburst		#71,403Muse Image
Video1
Text-to-VideoArena ratingtodaytoday	Oct 7todaytoday		#111,368Sora 2 Pro		#91,456best of the pickedMuse Video
Speech2
Open ASRAverage WERtodaytoday	Oct 7todaytoday		#204.57 WERbest of the pickedgpt-transcribe (openai)		#294.84 WERmuse-voice-transcribe (meta)
Speech ArenaArena ratingtodaytoday	Oct 7todaytoday		#361,103best of the pickedTTS 1 Hd		#93850Metavoice V1
Speed1
AA SpeedOutput speedtodaytoday	Oct 7todaytoday	#5210 tok/sLing 3.1 Flash	#6134 tok/sGPT-6 Luna	#1234 tok/sbest of the pickedDeepSeek V4 Flash Vision	#3219 tok/sMuse Spark 1.3
Price1
AA PriceBlended pricetodaytoday	Oct 7todaytoday	#5$0.45Ling 3.1 Flash	#2$0.20best of the pickedGPT-6 Luna	#6$0.53DeepSeek V4.1 Flash	#13$2.00Muse Spark 1.3
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 7todaytoday		#56.4T tokGPT-6 Luna	#229.6T tokbest of the pickedDeepSeek V4.1 Flash	#171.4T tokMuse Spark 1.3 Contributor

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.