Multiverse Computing vs OpenAI vs DeepSeek vs Anthropic

Head to head on 21 boards: Anthropic places best on 12, OpenAI places best on 9, DeepSeek places best on 1 and Multiverse Computing places best on 0 (a tie counts for each). All 4 ranked on 1 of 26 boards.

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MCMultiverse ComputingOpenAIDeepSeekAnthropic

Board	Read	MCMultiverse Computing	OpenAI	DeepSeek	Anthropic
Chat2
MultiChallengeScoretodaytoday	Oct 21todaytoday		#182.0%best of the pickedGPT-6.1 Sol	#2646.1%DeepSeek V3P1	#667.7%Claude Haiku 5.5
Text ArenaArena ratingtodaytoday	Oct 21todaytoday		#171,485GPT-5.6 Sol	#341,475DeepSeek V4.1 Flash	#21,507best of the pickedClaude Opus 5.5
Reasoning7
Epoch ECIECItodaytoday	Oct 21todaytoday		#2168.8GPT-6 Astra	#32155.9DeepSeek V4.1 Flash	#1168.8best of the pickedClaude Opus 5.5
ARC-AGI-2Scoretodaytoday	Oct 21todaytoday		#195.0%best of the pickedGPT-6 Astra	#2172.9%DeepSeek V4.1 Flash	#393.3%Claude Opus 5.5
LiveBenchGlobal averagetodaytoday	Oct 21todaytoday		#482.2%GPT-6 Astra	#881.1%DeepSeek V4.1 Flash	#183.4%best of the pickedClaude Fable 5.1
GPQA DiamondAccuracytodaytoday	Oct 21todaytoday		#295.8%best of the pickedGPT-6 Astra	#2591.7%DeepSeek V4 Pro 0813	#395.6%Claude Sonnet 5.5
MMLU-ProAccuracy · staletodaytoday	Oct 21todaytoday		#389.3%best of the pickedo1	#3385.0%DeepSeek-V3.2	#489.1%Claude Opus 4.6
AA IntelligenceIndextodaytoday	Oct 21todaytoday		#453.0GPT-6 Astra		#158.0best of the pickedClaude Opus 5.5
HLEAccuracytodaytoday	Oct 21todaytoday		#154.8%best of the pickedGPT-6 Astra		#246.5%Claude Fable 5.1
Coding4
WebDev ArenaArena ratingtodaytoday	Oct 21todaytoday		#21,788GPT-6 Astra	#191,619DeepSeek V4.1 Flash	#11,814best of the pickedClaude Opus 5.5
SWE-bench VerifiedResolved · staletodaytoday	Oct 21todaytoday		#672.8%GPT-5.2	#1170.0%DeepSeek-V3.2	#176.8%best of the pickedClaude Opus 4.5
Aider PolyglotPass rate · staletodaytoday	Oct 21todaytoday		#188.0%best of the pickedGPT-5	#874.2%DeepSeek-V3.2	#1072.0%Claude Opus 4
SWE-Bench ProResolvedtodaytoday	Oct 21todaytoday		#490.2%GPT-6 Astra		#198.0%best of the pickedClaude Opus 5
Agents and tools3
BFCLOverall accuracy · staletodaytoday	Oct 21todaytoday		#763.0%o3	#1256.7%DeepSeek-V3.2	#177.5%best of the pickedClaude Opus 4.5
Search ArenaArena ratingtodaytoday	Oct 21todaytoday		#11,257best of the pickedGPT-5.6 Sol		#21,253Claude Opus 4.6
MCP AtlasPass ratetodaytoday	Oct 21todaytoday		#1181.8%GPT-5.6		#287.2%best of the pickedClaude Fable 5.1
Vision2
Vision ArenaArena ratingtodaytoday	Oct 21todaytoday		#61,294GPT-6.1 Sol	#391,260DeepSeek V4.1 Flash	#11,308best of the pickedClaude Fable 5
Document ArenaArena ratingtodaytoday	Oct 21todaytoday		#61,486GPT-5.5		#11,516best of the pickedClaude Opus 5
Image2
Text-to-ImageArena ratingtodaytoday	Oct 21todaytoday		#11,425GPT Image 2.5 Sunburst
Image EditArena ratingtodaytoday	Oct 21todaytoday		#11,524GPT Image 2.5 Sunburst
Video1
Text-to-VideoArena ratingtodaytoday	Oct 21todaytoday		#111,368Sora 2 Pro
Speech2
Open ASRAverage WERtodaytoday	Oct 21todaytoday		#306.38 WERgpt-transcribe (openai)
Speech ArenaArena ratingtodaytoday	Oct 21todaytoday		#391,103TTS 1 Hd
Speed1
AA SpeedOutput speedtodaytoday	Oct 21todaytoday	#22183 tok/sQuasar 438B	#9266 tok/sbest of the pickedGPT OSS 20b	#16209 tok/sDeepSeek V4.1 Flash	#12236 tok/sClaude Haiku 5.5
Price1
AA PriceBlended pricetodaytoday	Oct 21todaytoday		#3$0.20best of the pickedGPT-6 Luna	#8$0.53DeepSeek V4.1 Flash	#3$0.20best of the pickedClaude Haiku 5.5
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 21todaytoday		#66.2T tokGPT-6 Luna	#127.3T tokbest of the pickedDeepSeek V4.1 Flash	#56.8T 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.