Inclusionai vs Anthropic vs DeepSeek vs Google

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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IInclusionaiAnthropicDeepSeekGoogle

Board	Read	IInclusionai	Anthropic	DeepSeek	Google
Chat2
Text ArenaArena ratingtodaytoday	Oct 7todaytoday		#21,505Claude Opus 4.6	#321,474DeepSeek V4.1 Flash	#11,525best of the pickedGemini 4 Argon
MultiChallengeScoretodaytoday	Oct 7todaytoday		#1259.0%Claude Opus 4.5	#2446.1%DeepSeek V3P1	#371.4%best of the pickedGemini 3.1 Pro Preview
Reasoning7
AA IntelligenceIndextodaytoday	Oct 7todaytoday	#1641.1Ling 3.1 Flash	#157.6best of the pickedClaude Opus 5.5	#2039.5DeepSeek V4.1 Flash	#552.6Gemini 4 Argon
Epoch ECIECItodaytoday	Oct 7todaytoday		#1167.3best of the pickedClaude Opus 5.5	#29155.3DeepSeek V4 Pro 0813	#16157.3Gemini 3.7 Flash
LiveBenchGlobal averagetodaytoday	Oct 7todaytoday		#183.4%best of the pickedClaude Fable 5.1	#781.1%DeepSeek V4.1 Flash	#1478.8%Gemini 3.7 Flash
MMLU-ProAccuracy · staletodaytoday	Oct 7todaytoday		#489.1%Claude Opus 4.6	#3385.0%DeepSeek-V3.2	#191.2%best of the pickedGemini 3.1 Pro Preview
GPQA DiamondAccuracytodaytoday	Oct 7todaytoday		#295.6%best of the pickedClaude Sonnet 5.5	#2491.7%DeepSeek V4 Pro 0813	#395.4%Gemini 3.8 Flash
ARC-AGI-2Scoretodaytoday	Oct 7todaytoday		#393.3%best of the pickedClaude Opus 5.5	#2072.9%DeepSeek V4.1 Flash	#889.2%Gemini 3.8 Flash
HLEAccuracytodaytoday	Oct 7todaytoday		#246.5%best of the pickedClaude Fable 5.1		#346.4%Gemini 3.1 Pro Preview
Coding4
WebDev ArenaArena ratingtodaytoday	Oct 7todaytoday		#11,815best of the pickedClaude Opus 5.5	#181,620DeepSeek V4.1 Flash	#81,680Gemini 4 Argon
SWE-bench VerifiedResolved · staletodaytoday	Oct 7todaytoday		#176.8%best of the pickedClaude Opus 4.5	#1170.0%DeepSeek-V3.2	#275.8%Gemini 3 Flash
Aider PolyglotPass rate · staletodaytoday	Oct 7todaytoday		#1072.0%Claude Opus 4	#874.2%DeepSeek-V3.2	#383.1%best of the pickedGemini 2.5 Pro (Jun 2025)
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	#1256.7%DeepSeek-V3.2	#372.5%Gemini 3 Pro
MCP AtlasPass ratetodaytoday	Oct 7todaytoday		#287.2%best of the pickedClaude Fable 5.1		#683.6%Gemini 3.5 Flash
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
Document ArenaArena ratingtodaytoday	Oct 7todaytoday		#11,516best of the pickedClaude Opus 5		#161,463Gemini 3.5 Flash
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	#7131 tok/sClaude Sonnet 5.5	#1234 tok/sbest of the pickedDeepSeek V4 Flash Vision	#4216 tok/sGemini 3.8 Flash
Price1
AA PriceBlended pricetodaytoday	Oct 7todaytoday	#5$0.45best of the pickedLing 3.1 Flash	#19$4.00Claude Sonnet 5.5	#6$0.53DeepSeek V4.1 Flash	#11$1.50Gemini 3.8 Flash
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 7todaytoday		#112.9T tokClaude Opus 5.5	#229.6T tokbest of the pickedDeepSeek V4.1 Flash	#132.2T tokGemini 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.