Inception vs Google vs Anthropic vs Meta

Head to head on 26 boards: Anthropic places best on 14, Google places best on 8, Meta places best on 3 and Inception places best on 1. All 4 ranked on 1 of 28 boards.

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InceptionGoogleAnthropicMeta

Board	Read	Inception	Google	Anthropic	Meta
Chat2
Text ArenaArena ratingtodaytoday	Oct 21todaytoday		#11,525best of the pickedGemini 4 Argon	#21,507Claude Opus 5.5	#81,494Muse Spark 1.3
MultiChallengeScoretodaytoday	Oct 21todaytoday		#471.4%Gemini 3.1 Pro Preview	#667.7%Claude Haiku 5.5	#275.5%best of the pickedMuse Spark
Reasoning7
AA IntelligenceIndextodaytoday	Oct 21todaytoday		#453.0Gemini 4 Argon	#158.0best of the pickedClaude Opus 5.5	#256.0Muse Wonder Full
GPQA DiamondAccuracytodaytoday	Oct 21todaytoday		#196.4%best of the pickedGemini 4 Argon	#395.6%Claude Sonnet 5.5	#4389.8%Muse Spark
Epoch ECIECItodaytoday	Oct 21todaytoday		#5166.4Gemini 4 Argon	#1168.8best of the pickedClaude Opus 5.5	#12161.8Muse Wonder
LiveBenchGlobal averagetodaytoday	Oct 21todaytoday		#1578.8%Gemini 3.7 Flash	#183.4%best of the pickedClaude Fable 5.1	#681.6%Muse Spark 1.3
MMLU-ProAccuracy · staletodaytoday	Oct 21todaytoday		#191.2%best of the pickedGemini 3.1 Pro Preview	#489.1%Claude Opus 4.6	#4782.8%Llama4 Behemoth
HLEAccuracytodaytoday	Oct 21todaytoday		#346.4%Gemini 3.1 Pro Preview	#246.5%best of the pickedClaude Fable 5.1	#740.6%Muse Spark
ARC-AGI-2Scoretodaytoday	Oct 21todaytoday		#591.3%Gemini 4 Argon	#393.3%best of the pickedClaude Opus 5.5	#800.0%Llama 4 Maverick Instruct
Coding4
WebDev ArenaArena ratingtodaytoday	Oct 21todaytoday		#81,678Gemini 4 Argon	#11,814best of the pickedClaude Opus 5.5	#101,656Muse Spark 1.3
SWE-Bench ProResolvedtodaytoday	Oct 21todaytoday		#392.2%Gemini 4 Argon	#198.0%best of the pickedClaude Opus 5	#490.2%Muse Wonder 1.0 Max Effort
SWE-bench VerifiedResolved · staletodaytoday	Oct 21todaytoday		#275.8%Gemini 3 Flash	#176.8%best of the pickedClaude Opus 4.5	#3621.0%Llama 4 Maverick Instruct
Aider PolyglotPass rate · staletodaytoday	Oct 21todaytoday		#383.1%best of the pickedGemini 2.5 Pro (Jun 2025)	#1072.0%Claude Opus 4	#4315.6%Llama 4 Maverick Instruct
Agents and tools3
BFCLOverall accuracy · staletodaytoday	Oct 21todaytoday		#372.5%Gemini 3 Pro	#177.5%best of the pickedClaude Opus 4.5	#3637.3%Llama 4 Maverick 17b 128e
MCP AtlasPass ratetodaytoday	Oct 21todaytoday		#683.6%Gemini 3.5 Flash	#287.2%Claude Fable 5.1	#188.1%best of the pickedMuse Spark 1.1
Search ArenaArena ratingtodaytoday	Oct 21todaytoday		#91,210Gemini 3.1 Pro Grounding	#21,253best of the pickedClaude Opus 4.6
Vision2
Vision ArenaArena ratingtodaytoday	Oct 21todaytoday		#51,297Gemini 3.7 Flash	#11,308best of the pickedClaude Fable 5	#71,294Muse Spark
Document ArenaArena ratingtodaytoday	Oct 21todaytoday		#161,463Gemini 3.5 Flash	#11,516best of the pickedClaude Opus 5	#121,471Muse Spark 1.3
Image2
Text-to-ImageArena ratingtodaytoday	Oct 21todaytoday		#61,328best of the pickedGemini Nano Banana 2.1		#81,274Muse Image
Image EditArena ratingtodaytoday	Oct 21todaytoday		#61,428best of the pickedGemini Nano Banana 2.1		#71,403Muse Image
Video2
Text-to-VideoArena ratingtodaytoday	Oct 21todaytoday		#11,516best of the pickedGemini Omni 1.1 Flash		#91,456Muse Video
Image-to-VideoArena ratingtodaytoday	Oct 21todaytoday		#21,488Gemini Omni 1.1 Flash
Speech2
Speech ArenaArena ratingtodaytoday	Oct 21todaytoday		#51,278best of the pickedGemini 3.8 Flash TTS		#95847Metavoice V1
Open ASRAverage WERtodaytoday	Oct 21todaytoday		#5911.65 WERgemma-4-E2B-it (google)		#356.48 WERbest of the pickedmuse-voice-transcribe (meta)
Embeddings1
MTEBMean task scoretodaytoday	Oct 21todaytoday		#568.4%gemini-embedding-001 (google)
Speed1
AA SpeedOutput speedtodaytoday	Oct 21todaytoday	#3781 tok/sbest of the pickedMercury 2.5	#4454 tok/sGemini 3.5 Flash-Lite	#12236 tok/sClaude Haiku 5.5	#7281 tok/sMuse Spark 1.3
Price1
AA PriceBlended pricetodaytoday	Oct 21todaytoday		#13$1.50Gemini 3.8 Flash	#3$0.20best of the pickedClaude Haiku 5.5	#15$2.00Muse Spark 1.3
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 21todaytoday			#56.8T tokbest of the pickedClaude Opus 5.5	#123.3T tokMuse Spark 1.3 Contributor

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.