Inclusionai vs Meta vs Google vs Microsoft

Head to head on 25 boards: Google places best on 15, Meta places best on 5, Microsoft places best on 4 and Inclusionai places best on 1. All 4 ranked on 0 of 28 boards.

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IInclusionaiMetaGoogleMicrosoft

Board	Read	IInclusionai	Meta	Google	Microsoft
Chat2
Text ArenaArena ratingtodaytoday	Oct 7todaytoday		#81,494Muse Spark 1.3	#11,525best of the pickedGemini 4 Argon
MultiChallengeScoretodaytoday	Oct 7todaytoday		#175.5%best of the pickedMuse Spark	#371.4%Gemini 3.1 Pro Preview
Reasoning7
MMLU-ProAccuracy · staletodaytoday	Oct 7todaytoday		#4782.8%Llama4 Behemoth	#191.2%best of the pickedGemini 3.1 Pro Preview	#7576.0%Phi 4 Plus
AA IntelligenceIndextodaytoday	Oct 7todaytoday	#1641.1Ling 3.1 Flash	#748.1Muse Spark 1.3	#552.6best of the pickedGemini 4 Argon
HLEAccuracytodaytoday	Oct 7todaytoday		#640.6%Muse Spark	#346.4%best of the pickedGemini 3.1 Pro Preview
GPQA DiamondAccuracytodaytoday	Oct 7todaytoday		#4189.8%Muse Spark	#395.4%best of the pickedGemini 3.8 Flash
LiveBenchGlobal averagetodaytoday	Oct 7todaytoday		#681.6%best of the pickedMuse Spark 1.3	#1478.8%Gemini 3.7 Flash
ARC-AGI-2Scoretodaytoday	Oct 7todaytoday		#770.0%Llama 4 Maverick Instruct	#889.2%best of the pickedGemini 3.8 Flash
Epoch ECIECItodaytoday	Oct 7todaytoday		#19156.8Muse Spark 1.3	#16157.3best of the pickedGemini 3.7 Flash
Coding4
SWE-bench VerifiedResolved · staletodaytoday	Oct 7todaytoday		#3621.0%Llama 4 Maverick Instruct	#275.8%best of the pickedGemini 3 Flash
Aider PolyglotPass rate · staletodaytoday	Oct 7todaytoday		#4315.6%Llama 4 Maverick Instruct	#383.1%best of the pickedGemini 2.5 Pro (Jun 2025)
WebDev ArenaArena ratingtodaytoday	Oct 7todaytoday		#111,657Muse Spark 1.3	#81,680best of the pickedGemini 4 Argon
SWE-Bench ProResolvedtodaytoday	Oct 7todaytoday			#958.8%Gemini 3.8 Flash
Agents and tools3
BFCLOverall accuracytodaytoday	Oct 7todaytoday		#3637.3%Llama 4 Maverick 17b 128e	#372.5%best of the pickedGemini 3 Pro	#5028.8%Phi 4
MCP AtlasPass ratetodaytoday	Oct 7todaytoday		#188.1%best of the pickedMuse Spark 1.1	#683.6%Gemini 3.5 Flash
Search ArenaArena ratingtodaytoday	Oct 7todaytoday			#91,210Gemini 3.1 Pro Grounding
Vision2
Vision ArenaArena ratingtodaytoday	Oct 7todaytoday		#61,294Muse Spark	#51,296best of the pickedGemini 3.7 Flash
Document ArenaArena ratingtodaytoday	Oct 7todaytoday		#121,471best of the pickedMuse Spark 1.3	#161,463Gemini 3.5 Flash
Image2
Text-to-ImageArena ratingtodaytoday	Oct 7todaytoday		#81,274Muse Image	#51,328Gemini Nano Banana 2.1	#41,333best of the pickedMAI Image 2.6
Image EditArena ratingtodaytoday	Oct 7todaytoday		#71,403Muse Image	#61,428Gemini Nano Banana 2.1	#51,428best of the pickedMAI Image 2.6
Video2
Text-to-VideoArena ratingtodaytoday	Oct 7todaytoday		#91,456Muse Video	#11,516best of the pickedGemini Omni 1.1 Flash
Image-to-VideoArena ratingtodaytoday	Oct 7todaytoday			#21,488Gemini Omni 1.1 Flash
Speech2
Open ASRAverage WERtodaytoday	Oct 7todaytoday		#294.84 WERmuse-voice-transcribe (meta)	#629.51 WERgemma-4-E4B-it (google)	#23.81 WERbest of the pickedazure-speech-07-2026 (microsoft)
Speech ArenaArena ratingtodaytoday	Oct 7todaytoday		#93850Metavoice V1	#51,275best of the pickedGemini 3.8 Flash TTS	#281,131Azure Hd 2.5
Embeddings1
MTEBMean task scoretodaytoday	Oct 7todaytoday			#568.4%gemini-embedding-001 (google)	#174.3%best of the pickedharrier-oss-v1-27b (microsoft)
Speed1
AA SpeedOutput speedtodaytoday	Oct 7todaytoday	#5210 tok/sLing 3.1 Flash	#3219 tok/sbest of the pickedMuse Spark 1.3	#4216 tok/sGemini 3.8 Flash
Price1
AA PriceBlended pricetodaytoday	Oct 7todaytoday	#5$0.45best of the pickedLing 3.1 Flash	#13$2.00Muse Spark 1.3	#11$1.50Gemini 3.8 Flash
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 7todaytoday		#171.4T tokMuse Spark 1.3 Contributor	#132.2T tokbest of the pickedGemini 3.8 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.