Inclusionai vs OpenAI vs Meta vs Microsoft

Head to head on 24 boards: OpenAI places best on 16, Meta places best on 6, Microsoft places best on 2 and Inclusionai places best on 0. All 4 ranked on 0 of 27 boards.

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IInclusionaiOpenAIMetaMicrosoft

Board	Read	IInclusionai	OpenAI	Meta	Microsoft
Chat2
MultiChallengeScoretodaytoday	Oct 7todaytoday		#469.2%GPT-5.4 Pro	#175.5%best of the pickedMuse Spark
Text ArenaArena ratingtodaytoday	Oct 7todaytoday		#171,484GPT-5.6 Sol	#81,494best of the pickedMuse Spark 1.3
Reasoning7
MMLU-ProAccuracy · staletodaytoday	Oct 7todaytoday		#389.3%best of the pickedo1	#4782.8%Llama4 Behemoth	#7576.0%Phi 4 Plus
AA IntelligenceIndextodaytoday	Oct 7todaytoday	#1641.1Ling 3.1 Flash	#452.7best of the pickedGPT-6 Astra	#748.1Muse Spark 1.3
HLEAccuracytodaytoday	Oct 7todaytoday		#154.8%best of the pickedGPT-6 Astra	#640.6%Muse Spark
GPQA DiamondAccuracytodaytoday	Oct 7todaytoday		#195.8%best of the pickedGPT-6 Astra	#4189.8%Muse Spark
ARC-AGI-2Scoretodaytoday	Oct 7todaytoday		#195.0%best of the pickedGPT-6 Astra	#770.0%Llama 4 Maverick Instruct
Epoch ECIECItodaytoday	Oct 7todaytoday		#2166.4best of the pickedGPT-6 Astra	#19156.8Muse Spark 1.3
LiveBenchGlobal averagetodaytoday	Oct 7todaytoday		#482.2%best of the pickedGPT-6 Astra	#681.6%Muse Spark 1.3
Coding4
Aider PolyglotPass rate · staletodaytoday	Oct 7todaytoday		#188.0%best of the pickedGPT-5	#4315.6%Llama 4 Maverick Instruct
WebDev ArenaArena ratingtodaytoday	Oct 7todaytoday		#21,788best of the pickedGPT-6 Astra	#111,657Muse Spark 1.3
SWE-bench VerifiedResolved · staletodaytoday	Oct 7todaytoday		#672.8%best of the pickedGPT-5.2	#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	#3637.3%Llama 4 Maverick 17b 128e	#5028.8%Phi 4
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	#41,333MAI Image 2.6
Image EditArena ratingtodaytoday	Oct 7todaytoday		#11,524best of the pickedGPT Image 2.5 Sunburst	#71,403Muse Image	#51,428MAI Image 2.6
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 WERgpt-transcribe (openai)	#294.84 WERmuse-voice-transcribe (meta)	#23.81 WERbest of the pickedazure-speech-07-2026 (microsoft)
Speech ArenaArena ratingtodaytoday	Oct 7todaytoday		#361,103TTS 1 Hd	#93850Metavoice V1	#281,131best of the pickedAzure Hd 2.5
Embeddings1
MTEBMean task scoretodaytoday	Oct 7todaytoday				#174.3%harrier-oss-v1-27b (microsoft)
Speed1
AA SpeedOutput speedtodaytoday	Oct 7todaytoday	#5210 tok/sLing 3.1 Flash	#6134 tok/sGPT-6 Luna	#3219 tok/sbest of the pickedMuse Spark 1.3
Price1
AA PriceBlended pricetodaytoday	Oct 7todaytoday	#5$0.45Ling 3.1 Flash	#2$0.20best of the pickedGPT-6 Luna	#13$2.00Muse Spark 1.3
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 7todaytoday		#56.4T tokbest of the pickedGPT-6 Luna	#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.