Inclusionai vs OpenAI vs Anthropic vs DeepSeek

Head to head on 21 boards: Anthropic places best on 11, OpenAI places best on 8, DeepSeek places best on 2 and Inclusionai places best on 0. All 4 ranked on 3 of 26 boards.

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IInclusionaiOpenAIAnthropicDeepSeek

Board	Read	IInclusionai	OpenAI	Anthropic	DeepSeek
Chat2
Text ArenaArena ratingtodaytoday	Oct 7todaytoday		#171,484GPT-5.6 Sol	#21,505best of the pickedClaude Opus 4.6	#321,474DeepSeek V4.1 Flash
MultiChallengeScoretodaytoday	Oct 7todaytoday		#469.2%best of the pickedGPT-5.4 Pro	#1259.0%Claude Opus 4.5	#2446.1%DeepSeek V3P1
Reasoning7
AA IntelligenceIndextodaytoday	Oct 7todaytoday	#1641.1Ling 3.1 Flash	#452.7GPT-6 Astra	#157.6best of the pickedClaude Opus 5.5	#2039.5DeepSeek V4.1 Flash
GPQA DiamondAccuracytodaytoday	Oct 7todaytoday		#195.8%best of the pickedGPT-6 Astra	#295.6%Claude Sonnet 5.5	#2491.7%DeepSeek V4 Pro 0813
Epoch ECIECItodaytoday	Oct 7todaytoday		#2166.4GPT-6 Astra	#1167.3best of the pickedClaude Opus 5.5	#29155.3DeepSeek V4 Pro 0813
ARC-AGI-2Scoretodaytoday	Oct 7todaytoday		#195.0%best of the pickedGPT-6 Astra	#393.3%Claude Opus 5.5	#2072.9%DeepSeek V4.1 Flash
LiveBenchGlobal averagetodaytoday	Oct 7todaytoday		#482.2%GPT-6 Astra	#183.4%best of the pickedClaude Fable 5.1	#781.1%DeepSeek V4.1 Flash
MMLU-ProAccuracy · staletodaytoday	Oct 7todaytoday		#389.3%best of the pickedo1	#489.1%Claude Opus 4.6	#3385.0%DeepSeek-V3.2
HLEAccuracytodaytoday	Oct 7todaytoday		#154.8%best of the pickedGPT-6 Astra	#246.5%Claude Fable 5.1
Coding4
WebDev ArenaArena ratingtodaytoday	Oct 7todaytoday		#21,788GPT-6 Astra	#11,815best of the pickedClaude Opus 5.5	#181,620DeepSeek V4.1 Flash
SWE-bench VerifiedResolved · staletodaytoday	Oct 7todaytoday		#672.8%GPT-5.2	#176.8%best of the pickedClaude Opus 4.5	#1170.0%DeepSeek-V3.2
Aider PolyglotPass rate · staletodaytoday	Oct 7todaytoday		#188.0%best of the pickedGPT-5	#1072.0%Claude Opus 4	#874.2%DeepSeek-V3.2
SWE-Bench ProResolvedtodaytoday	Oct 7todaytoday		#390.2%GPT-6 Astra	#198.0%best of the pickedClaude Opus 5
Agents and tools3
BFCLOverall accuracytodaytoday	Oct 7todaytoday		#763.0%o3	#177.5%best of the pickedClaude Opus 4.5	#1256.7%DeepSeek-V3.2
Search ArenaArena ratingtodaytoday	Oct 7todaytoday		#11,257best of the pickedGPT-5.6 Sol	#21,253Claude Opus 4.6
MCP AtlasPass ratetodaytoday	Oct 7todaytoday		#1181.8%GPT-5.6	#287.2%best of the pickedClaude Fable 5.1
Vision2
Vision ArenaArena ratingtodaytoday	Oct 7todaytoday		#81,291GPT-6.1 Sol	#11,309best of the pickedClaude Fable 5
Document ArenaArena ratingtodaytoday	Oct 7todaytoday		#61,486GPT-5.5	#11,516best of the pickedClaude Opus 5
Image2
Text-to-ImageArena ratingtodaytoday	Oct 7todaytoday		#11,425GPT Image 2.5 Sunburst
Image EditArena ratingtodaytoday	Oct 7todaytoday		#11,524GPT Image 2.5 Sunburst
Video1
Text-to-VideoArena ratingtodaytoday	Oct 7todaytoday		#111,368Sora 2 Pro
Speech2
Open ASRAverage WERtodaytoday	Oct 7todaytoday		#204.57 WERgpt-transcribe (openai)
Speech ArenaArena ratingtodaytoday	Oct 7todaytoday		#361,103TTS 1 Hd
Speed1
AA SpeedOutput speedtodaytoday	Oct 7todaytoday	#5210 tok/sLing 3.1 Flash	#6134 tok/sGPT-6 Luna	#7131 tok/sClaude Sonnet 5.5	#1234 tok/sbest of the pickedDeepSeek V4 Flash Vision
Price1
AA PriceBlended pricetodaytoday	Oct 7todaytoday	#5$0.45Ling 3.1 Flash	#2$0.20best of the pickedGPT-6 Luna	#19$4.00Claude Sonnet 5.5	#6$0.53DeepSeek V4.1 Flash
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 7todaytoday		#56.4T tokGPT-6 Luna	#112.9T tokClaude Opus 5.5	#229.6T tokbest of the pickedDeepSeek V4.1 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.