Inclusionai vs Google vs DeepSeek vs Anthropic

Head to head on 21 boards: Anthropic places best on 14, Google places best on 4, DeepSeek places best on 2 and Inclusionai places best on 1. All 4 ranked on 3 of 28 boards.

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IInclusionaiGoogleDeepSeekAnthropic

Board	Read	IInclusionai	Google	DeepSeek	Anthropic
Chat2
Text ArenaArena ratingtodaytoday	Oct 7todaytoday		#11,525best of the pickedGemini 4 Argon	#321,474DeepSeek V4.1 Flash	#21,505Claude Opus 4.6
MultiChallengeScoretodaytoday	Oct 7todaytoday		#371.4%best of the pickedGemini 3.1 Pro Preview	#2446.1%DeepSeek V3P1	#1259.0%Claude Opus 4.5
Reasoning7
AA IntelligenceIndextodaytoday	Oct 7todaytoday	#1641.1Ling 3.1 Flash	#552.6Gemini 4 Argon	#2039.5DeepSeek V4.1 Flash	#157.6best of the pickedClaude Opus 5.5
Epoch ECIECItodaytoday	Oct 7todaytoday		#16157.3Gemini 3.7 Flash	#29155.3DeepSeek V4 Pro 0813	#1167.3best of the pickedClaude Opus 5.5
LiveBenchGlobal averagetodaytoday	Oct 7todaytoday		#1478.8%Gemini 3.7 Flash	#781.1%DeepSeek V4.1 Flash	#183.4%best of the pickedClaude Fable 5.1
MMLU-ProAccuracy · staletodaytoday	Oct 7todaytoday		#191.2%best of the pickedGemini 3.1 Pro Preview	#3385.0%DeepSeek-V3.2	#489.1%Claude Opus 4.6
GPQA DiamondAccuracytodaytoday	Oct 7todaytoday		#395.4%Gemini 3.8 Flash	#2491.7%DeepSeek V4 Pro 0813	#295.6%best of the pickedClaude Sonnet 5.5
ARC-AGI-2Scoretodaytoday	Oct 7todaytoday		#889.2%Gemini 3.8 Flash	#2072.9%DeepSeek V4.1 Flash	#393.3%best of the pickedClaude Opus 5.5
HLEAccuracytodaytoday	Oct 7todaytoday		#346.4%Gemini 3.1 Pro Preview		#246.5%best of the pickedClaude Fable 5.1
Coding4
WebDev ArenaArena ratingtodaytoday	Oct 7todaytoday		#81,680Gemini 4 Argon	#181,620DeepSeek V4.1 Flash	#11,815best of the pickedClaude Opus 5.5
SWE-bench VerifiedResolved · staletodaytoday	Oct 7todaytoday		#275.8%Gemini 3 Flash	#1170.0%DeepSeek-V3.2	#176.8%best of the pickedClaude Opus 4.5
Aider PolyglotPass rate · staletodaytoday	Oct 7todaytoday		#383.1%best of the pickedGemini 2.5 Pro (Jun 2025)	#874.2%DeepSeek-V3.2	#1072.0%Claude Opus 4
SWE-Bench ProResolvedtodaytoday	Oct 7todaytoday		#958.8%Gemini 3.8 Flash		#198.0%best of the pickedClaude Opus 5
Agents and tools3
BFCLOverall accuracytodaytoday	Oct 7todaytoday		#372.5%Gemini 3 Pro	#1256.7%DeepSeek-V3.2	#177.5%best of the pickedClaude Opus 4.5
MCP AtlasPass ratetodaytoday	Oct 7todaytoday		#683.6%Gemini 3.5 Flash		#287.2%best of the pickedClaude Fable 5.1
Search ArenaArena ratingtodaytoday	Oct 7todaytoday		#91,210Gemini 3.1 Pro Grounding		#21,253best of the pickedClaude Opus 4.6
Vision2
Vision ArenaArena ratingtodaytoday	Oct 7todaytoday		#51,296Gemini 3.7 Flash		#11,309best of the pickedClaude Fable 5
Document ArenaArena ratingtodaytoday	Oct 7todaytoday		#161,463Gemini 3.5 Flash		#11,516best of the pickedClaude Opus 5
Image2
Text-to-ImageArena ratingtodaytoday	Oct 7todaytoday		#51,328Gemini Nano Banana 2.1
Image EditArena ratingtodaytoday	Oct 7todaytoday		#61,428Gemini Nano Banana 2.1
Video2
Text-to-VideoArena ratingtodaytoday	Oct 7todaytoday		#11,516Gemini Omni 1.1 Flash
Image-to-VideoArena ratingtodaytoday	Oct 7todaytoday		#21,488Gemini Omni 1.1 Flash
Speech2
Speech ArenaArena ratingtodaytoday	Oct 7todaytoday		#51,275Gemini 3.8 Flash TTS
Open ASRAverage WERtodaytoday	Oct 7todaytoday		#629.51 WERgemma-4-E4B-it (google)
Embeddings1
MTEBMean task scoretodaytoday	Oct 7todaytoday		#568.4%gemini-embedding-001 (google)
Speed1
AA SpeedOutput speedtodaytoday	Oct 7todaytoday	#5210 tok/sLing 3.1 Flash	#4216 tok/sGemini 3.8 Flash	#1234 tok/sbest of the pickedDeepSeek V4 Flash Vision	#7131 tok/sClaude Sonnet 5.5
Price1
AA PriceBlended pricetodaytoday	Oct 7todaytoday	#5$0.45best of the pickedLing 3.1 Flash	#11$1.50Gemini 3.8 Flash	#6$0.53DeepSeek V4.1 Flash	#19$4.00Claude Sonnet 5.5
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 7todaytoday		#132.2T tokGemini 3.8 Flash	#229.6T tokbest of the pickedDeepSeek V4.1 Flash	#112.9T tokClaude Opus 5.5

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.