Institute Of Foundation Models vs Google vs Anthropic

• IOInstitute Of Foundation Models
• Google
• Anthropic

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Head to head on 21 boards: Anthropic places best on 15, Google places best on 6 and Institute Of Foundation Models places best on 0. All 3 ranked on 2 of 28 boards.

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IOInstitute Of Foundation ModelsGoogleAnthropic

Board	Read	IOInstitute Of Foundation Models	Google	Anthropic
Chat2
Text ArenaArena ratingtodaytoday	Oct 5todaytoday		#11,525best of the pickedGemini 4 Argon	#21,505Claude Opus 4.6
MultiChallengeScoretodaytoday	Oct 5todaytoday		#371.4%best of the pickedGemini 3.1 Pro Preview	#1259.0%Claude Opus 4.5
Reasoning7
AA IntelligenceIndextodaytoday	Oct 5todaytoday	#2830.5K2 Horizon 375B A23B	#552.6Gemini 4 Argon	#157.6best of the pickedClaude Opus 5.5
Epoch ECIECItodaytoday	Oct 5todaytoday		#14157.4Gemini 3.7 Flash	#1167.3best of the pickedClaude Opus 5.5
LiveBenchGlobal averagetodaytoday	Oct 5todaytoday		#1478.8%Gemini 3.7 Flash	#183.4%best of the pickedClaude Fable 5.1
MMLU-ProAccuracy · staletodaytoday	Oct 5todaytoday		#191.2%best of the pickedGemini 3.1 Pro Preview	#489.1%Claude Opus 4.6
HLEAccuracytodaytoday	Oct 5todaytoday		#346.4%Gemini 3.1 Pro Preview	#246.5%best of the pickedClaude Fable 5.1
GPQA DiamondAccuracytodaytoday	Oct 5todaytoday		#395.4%Gemini 3.8 Flash	#295.6%best of the pickedClaude Sonnet 5.5
ARC-AGI-2Scoretodaytoday	Oct 5todaytoday		#889.2%Gemini 3.8 Flash	#393.3%best of the pickedClaude Opus 5.5
Coding4
WebDev ArenaArena ratingtodaytoday	Oct 5todaytoday		#81,680Gemini 4 Argon	#11,815best of the pickedClaude Opus 5.5
SWE-Bench ProResolvedtodaytoday	Oct 5todaytoday		#958.8%Gemini 3.8 Flash	#198.0%best of the pickedClaude Opus 5
SWE-bench VerifiedResolved · staletodaytoday	Oct 5todaytoday		#275.8%Gemini 3 Flash	#176.8%best of the pickedClaude Opus 4.5
Aider PolyglotPass rate · staletodaytoday	Oct 5todaytoday		#383.1%best of the pickedGemini 2.5 Pro (Jun 2025)	#1072.0%Claude Opus 4
Agents and tools3
BFCLOverall accuracytodaytoday	Oct 5todaytoday		#372.5%Gemini 3 Pro	#177.5%best of the pickedClaude Opus 4.5
MCP AtlasPass ratetodaytoday	Oct 5todaytoday		#683.6%Gemini 3.5 Flash	#287.2%best of the pickedClaude Fable 5.1
Search ArenaArena ratingtodaytoday	Oct 5todaytoday		#91,210Gemini 3.1 Pro Grounding	#21,253best of the pickedClaude Opus 4.6
Vision2
Vision ArenaArena ratingtodaytoday	Oct 5todaytoday		#51,296Gemini 3.7 Flash	#11,309best of the pickedClaude Fable 5
Document ArenaArena ratingtodaytoday	Oct 5todaytoday		#161,463Gemini 3.5 Flash	#11,516best of the pickedClaude Opus 5
Image2
Text-to-ImageArena ratingtodaytoday	Oct 5todaytoday		#91,261Gemini 3.1 Flash Image
Image EditArena ratingtodaytoday	Oct 5todaytoday		#101,390Gemini 3 Pro Image
Video2
Text-to-VideoArena ratingtodaytoday	Oct 5todaytoday		#11,516Gemini Omni 1.1 Flash
Image-to-VideoArena ratingtodaytoday	Oct 5todaytoday		#21,488Gemini Omni 1.1 Flash
Speech2
Speech ArenaArena ratingtodaytoday	Oct 5todaytoday		#41,275Gemini 3.8 Flash TTS
Open ASRAverage WERtodaytoday	Oct 5todaytoday		#619.51 WERgemma-4-E4B-it (google)
Embeddings1
MTEBMean task scoretodaytoday	Oct 5todaytoday		#568.4%gemini-embedding-001 (google)
Speed1
AA SpeedOutput speedtodaytoday	Oct 5todaytoday	#7124 tok/sK2 Horizon 375B A23B	#1249 tok/sbest of the pickedGemini 3.8 Flash	#5139 tok/sClaude Sonnet 5.5
Price1
AA PriceBlended pricetodaytoday	Oct 5todaytoday		#10$1.50best of the pickedGemini 3.8 Flash	#17$4.00Claude Sonnet 5.5
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 5todaytoday		#132.2T tokGemini 3.8 Flash	#122.5T tokbest of the pickedClaude 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.