Inception vs Meta vs DeepSeek vs Anthropic

Head to head on 20 boards: Anthropic places best on 15, Meta places best on 2, DeepSeek places best on 2 and Inception places best on 1. All 4 ranked on 1 of 26 boards.

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InceptionMetaDeepSeekAnthropic

Board	Read	Inception	Meta	DeepSeek	Anthropic
Chat2
Text ArenaArena ratingtodaytoday	Oct 21todaytoday		#81,494Muse Spark 1.3	#341,475DeepSeek V4.1 Flash	#21,507best of the pickedClaude Opus 5.5
MultiChallengeScoretodaytoday	Oct 21todaytoday		#275.5%best of the pickedMuse Spark	#2646.1%DeepSeek V3P1	#667.7%Claude Haiku 5.5
Reasoning7
Epoch ECIECItodaytoday	Oct 21todaytoday		#12161.8Muse Wonder	#32155.9DeepSeek V4.1 Flash	#1168.8best of the pickedClaude Opus 5.5
LiveBenchGlobal averagetodaytoday	Oct 21todaytoday		#681.6%Muse Spark 1.3	#881.1%DeepSeek V4.1 Flash	#183.4%best of the pickedClaude Fable 5.1
GPQA DiamondAccuracytodaytoday	Oct 21todaytoday		#4389.8%Muse Spark	#2591.7%DeepSeek V4 Pro 0813	#395.6%best of the pickedClaude Sonnet 5.5
ARC-AGI-2Scoretodaytoday	Oct 21todaytoday		#800.0%Llama 4 Maverick Instruct	#2172.9%DeepSeek V4.1 Flash	#393.3%best of the pickedClaude Opus 5.5
MMLU-ProAccuracy · staletodaytoday	Oct 21todaytoday		#4782.8%Llama4 Behemoth	#3385.0%DeepSeek-V3.2	#489.1%best of the pickedClaude Opus 4.6
AA IntelligenceIndextodaytoday	Oct 21todaytoday		#256.0Muse Wonder Full		#158.0best of the pickedClaude Opus 5.5
HLEAccuracytodaytoday	Oct 21todaytoday		#740.6%Muse Spark		#246.5%best of the pickedClaude Fable 5.1
Coding4
WebDev ArenaArena ratingtodaytoday	Oct 21todaytoday		#101,656Muse Spark 1.3	#191,619DeepSeek V4.1 Flash	#11,814best of the pickedClaude Opus 5.5
SWE-bench VerifiedResolved · staletodaytoday	Oct 21todaytoday		#3621.0%Llama 4 Maverick Instruct	#1170.0%DeepSeek-V3.2	#176.8%best of the pickedClaude Opus 4.5
Aider PolyglotPass rate · staletodaytoday	Oct 21todaytoday		#4315.6%Llama 4 Maverick Instruct	#874.2%best of the pickedDeepSeek-V3.2	#1072.0%Claude Opus 4
SWE-Bench ProResolvedtodaytoday	Oct 21todaytoday		#490.2%Muse Wonder 1.0 Max Effort		#198.0%best of the pickedClaude Opus 5
Agents and tools3
BFCLOverall accuracy · staletodaytoday	Oct 21todaytoday		#3637.3%Llama 4 Maverick 17b 128e	#1256.7%DeepSeek-V3.2	#177.5%best of the pickedClaude Opus 4.5
MCP AtlasPass ratetodaytoday	Oct 21todaytoday		#188.1%best of the pickedMuse Spark 1.1		#287.2%Claude Fable 5.1
Search ArenaArena ratingtodaytoday	Oct 21todaytoday				#21,253Claude Opus 4.6
Vision2
Vision ArenaArena ratingtodaytoday	Oct 21todaytoday		#71,294Muse Spark	#391,260DeepSeek V4.1 Flash	#11,308best of the pickedClaude Fable 5
Document ArenaArena ratingtodaytoday	Oct 21todaytoday		#121,471Muse Spark 1.3		#11,516best of the pickedClaude Opus 5
Image2
Image EditArena ratingtodaytoday	Oct 21todaytoday		#71,403Muse Image
Text-to-ImageArena ratingtodaytoday	Oct 21todaytoday		#81,274Muse Image
Video1
Text-to-VideoArena ratingtodaytoday	Oct 21todaytoday		#91,456Muse Video
Speech2
Open ASRAverage WERtodaytoday	Oct 21todaytoday		#356.48 WERmuse-voice-transcribe (meta)
Speech ArenaArena ratingtodaytoday	Oct 21todaytoday		#95847Metavoice V1
Speed1
AA SpeedOutput speedtodaytoday	Oct 21todaytoday	#3781 tok/sbest of the pickedMercury 2.5	#7281 tok/sMuse Spark 1.3	#16209 tok/sDeepSeek V4.1 Flash	#12236 tok/sClaude Haiku 5.5
Price1
AA PriceBlended pricetodaytoday	Oct 21todaytoday		#15$2.00Muse Spark 1.3	#8$0.53DeepSeek V4.1 Flash	#3$0.20best of the pickedClaude Haiku 5.5
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 21todaytoday		#123.3T tokMuse Spark 1.3 Contributor	#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.