Inclusionai vs Anthropic vs Google vs Meta

Head to head on 26 boards: Anthropic places best on 14, Google places best on 7, Meta places best on 4 and Inclusionai places best on 1. All 4 ranked on 3 of 28 boards.

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IInclusionaiAnthropicGoogleMeta

Board	Read	IInclusionai	Anthropic	Google	Meta
Chat2
Text ArenaArena ratingtodaytoday	Oct 7todaytoday		#21,505Claude Opus 4.6	#11,525best of the pickedGemini 4 Argon	#81,494Muse Spark 1.3
MultiChallengeScoretodaytoday	Oct 7todaytoday		#1259.0%Claude Opus 4.5	#371.4%Gemini 3.1 Pro Preview	#175.5%best of the pickedMuse Spark
Reasoning7
AA IntelligenceIndextodaytoday	Oct 7todaytoday	#1641.1Ling 3.1 Flash	#157.6best of the pickedClaude Opus 5.5	#552.6Gemini 4 Argon	#748.1Muse Spark 1.3
Epoch ECIECItodaytoday	Oct 7todaytoday		#1167.3best of the pickedClaude Opus 5.5	#16157.3Gemini 3.7 Flash	#19156.8Muse Spark 1.3
LiveBenchGlobal averagetodaytoday	Oct 7todaytoday		#183.4%best of the pickedClaude Fable 5.1	#1478.8%Gemini 3.7 Flash	#681.6%Muse Spark 1.3
MMLU-ProAccuracy · staletodaytoday	Oct 7todaytoday		#489.1%Claude Opus 4.6	#191.2%best of the pickedGemini 3.1 Pro Preview	#4782.8%Llama4 Behemoth
HLEAccuracytodaytoday	Oct 7todaytoday		#246.5%best of the pickedClaude Fable 5.1	#346.4%Gemini 3.1 Pro Preview	#640.6%Muse Spark
GPQA DiamondAccuracytodaytoday	Oct 7todaytoday		#295.6%best of the pickedClaude Sonnet 5.5	#395.4%Gemini 3.8 Flash	#4189.8%Muse Spark
ARC-AGI-2Scoretodaytoday	Oct 7todaytoday		#393.3%best of the pickedClaude Opus 5.5	#889.2%Gemini 3.8 Flash	#770.0%Llama 4 Maverick Instruct
Coding4
WebDev ArenaArena ratingtodaytoday	Oct 7todaytoday		#11,815best of the pickedClaude Opus 5.5	#81,680Gemini 4 Argon	#111,657Muse Spark 1.3
SWE-bench VerifiedResolved · staletodaytoday	Oct 7todaytoday		#176.8%best of the pickedClaude Opus 4.5	#275.8%Gemini 3 Flash	#3621.0%Llama 4 Maverick Instruct
Aider PolyglotPass rate · staletodaytoday	Oct 7todaytoday		#1072.0%Claude Opus 4	#383.1%best of the pickedGemini 2.5 Pro (Jun 2025)	#4315.6%Llama 4 Maverick Instruct
SWE-Bench ProResolvedtodaytoday	Oct 7todaytoday		#198.0%best of the pickedClaude Opus 5	#958.8%Gemini 3.8 Flash
Agents and tools3
BFCLOverall accuracytodaytoday	Oct 7todaytoday		#177.5%best of the pickedClaude Opus 4.5	#372.5%Gemini 3 Pro	#3637.3%Llama 4 Maverick 17b 128e
MCP AtlasPass ratetodaytoday	Oct 7todaytoday		#287.2%Claude Fable 5.1	#683.6%Gemini 3.5 Flash	#188.1%best of the pickedMuse Spark 1.1
Search ArenaArena ratingtodaytoday	Oct 7todaytoday		#21,253best of the pickedClaude Opus 4.6	#91,210Gemini 3.1 Pro Grounding
Vision2
Vision ArenaArena ratingtodaytoday	Oct 7todaytoday		#11,309best of the pickedClaude Fable 5	#51,296Gemini 3.7 Flash	#61,294Muse Spark
Document ArenaArena ratingtodaytoday	Oct 7todaytoday		#11,516best of the pickedClaude Opus 5	#161,463Gemini 3.5 Flash	#121,471Muse Spark 1.3
Image2
Text-to-ImageArena ratingtodaytoday	Oct 7todaytoday			#51,328best of the pickedGemini Nano Banana 2.1	#81,274Muse Image
Image EditArena ratingtodaytoday	Oct 7todaytoday			#61,428best of the pickedGemini Nano Banana 2.1	#71,403Muse Image
Video2
Text-to-VideoArena ratingtodaytoday	Oct 7todaytoday			#11,516best of the pickedGemini Omni 1.1 Flash	#91,456Muse Video
Image-to-VideoArena ratingtodaytoday	Oct 7todaytoday			#21,488Gemini Omni 1.1 Flash
Speech2
Speech ArenaArena ratingtodaytoday	Oct 7todaytoday			#51,275best of the pickedGemini 3.8 Flash TTS	#93850Metavoice V1
Open ASRAverage WERtodaytoday	Oct 7todaytoday			#629.51 WERgemma-4-E4B-it (google)	#294.84 WERbest of the pickedmuse-voice-transcribe (meta)
Embeddings1
MTEBMean task scoretodaytoday	Oct 7todaytoday			#568.4%gemini-embedding-001 (google)
Speed1
AA SpeedOutput speedtodaytoday	Oct 7todaytoday	#5210 tok/sLing 3.1 Flash	#7131 tok/sClaude Sonnet 5.5	#4216 tok/sGemini 3.8 Flash	#3219 tok/sbest of the pickedMuse Spark 1.3
Price1
AA PriceBlended pricetodaytoday	Oct 7todaytoday	#5$0.45best of the pickedLing 3.1 Flash	#19$4.00Claude Sonnet 5.5	#11$1.50Gemini 3.8 Flash	#13$2.00Muse Spark 1.3
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 7todaytoday		#112.9T tokbest of the pickedClaude Opus 5.5	#132.2T tokGemini 3.8 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.