Institute Of Foundation Models vs OpenAI vs Meta vs Anthropic

Head to head on 26 boards: OpenAI places best on 12, Anthropic places best on 10, Meta places best on 4 and Institute Of Foundation Models places best on 0. All 4 ranked on 2 of 26 boards.

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IOInstitute Of Foundation ModelsOpenAIMetaAnthropic

Board	Read	IOInstitute Of Foundation Models	OpenAI	Meta	Anthropic
Chat2
MultiChallengeScoretodaytoday	Oct 6todaytoday		#469.2%GPT-5.4 Pro	#175.5%best of the pickedMuse Spark	#1259.0%Claude Opus 4.5
Text ArenaArena ratingtodaytoday	Oct 6todaytoday		#171,484GPT-5.6 Sol	#81,494Muse Spark 1.3	#21,505best of the pickedClaude Opus 4.6
Reasoning7
AA IntelligenceIndextodaytoday	Oct 6todaytoday	#2830.5K2 Horizon 375B A23B	#452.7GPT-6 Astra	#748.1Muse Spark 1.3	#157.6best of the pickedClaude Opus 5.5
HLEAccuracytodaytoday	Oct 6todaytoday		#154.8%best of the pickedGPT-6 Astra	#640.6%Muse Spark	#246.5%Claude Fable 5.1
GPQA DiamondAccuracytodaytoday	Oct 6todaytoday		#195.8%best of the pickedGPT-6 Astra	#4189.8%Muse Spark	#295.6%Claude Sonnet 5.5
Epoch ECIECItodaytoday	Oct 6todaytoday		#2166.4GPT-6 Astra	#19156.8Muse Spark 1.3	#1167.3best of the pickedClaude Opus 5.5
ARC-AGI-2Scoretodaytoday	Oct 6todaytoday		#195.0%best of the pickedGPT-6 Astra	#750.0%Llama 4 Maverick Instruct	#393.3%Claude Opus 5.5
LiveBenchGlobal averagetodaytoday	Oct 6todaytoday		#482.2%GPT-6 Astra	#681.6%Muse Spark 1.3	#183.4%best of the pickedClaude Fable 5.1
MMLU-ProAccuracy · staletodaytoday	Oct 6todaytoday		#389.3%best of the pickedo1	#4782.8%Llama4 Behemoth	#489.1%Claude Opus 4.6
Coding4
WebDev ArenaArena ratingtodaytoday	Oct 6todaytoday		#21,788GPT-6 Astra	#111,657Muse Spark 1.3	#11,815best of the pickedClaude Opus 5.5
SWE-bench VerifiedResolved · staletodaytoday	Oct 6todaytoday		#672.8%GPT-5.2	#3621.0%Llama 4 Maverick Instruct	#176.8%best of the pickedClaude Opus 4.5
Aider PolyglotPass rate · staletodaytoday	Oct 6todaytoday		#188.0%best of the pickedGPT-5	#4315.6%Llama 4 Maverick Instruct	#1072.0%Claude Opus 4
SWE-Bench ProResolvedtodaytoday	Oct 6todaytoday		#390.2%GPT-6 Astra		#198.0%best of the pickedClaude Opus 5
Agents and tools3
BFCLOverall accuracytodaytoday	Oct 6todaytoday		#763.0%o3	#3637.3%Llama 4 Maverick 17b 128e	#177.5%best of the pickedClaude Opus 4.5
MCP AtlasPass ratetodaytoday	Oct 6todaytoday		#1181.8%GPT-5.6	#188.1%best of the pickedMuse Spark 1.1	#287.2%Claude Fable 5.1
Search ArenaArena ratingtodaytoday	Oct 6todaytoday		#11,257best of the pickedGPT-5.6 Sol		#21,253Claude Opus 4.6
Vision2
Vision ArenaArena ratingtodaytoday	Oct 6todaytoday		#81,291GPT-6.1 Sol	#61,294Muse Spark	#11,309best of the pickedClaude Fable 5
Document ArenaArena ratingtodaytoday	Oct 6todaytoday		#61,486GPT-5.5	#121,471Muse Spark 1.3	#11,516best of the pickedClaude Opus 5
Image2
Text-to-ImageArena ratingtodaytoday	Oct 6todaytoday		#11,425best of the pickedGPT Image 2.5 Sunburst	#71,274Muse Image
Image EditArena ratingtodaytoday	Oct 6todaytoday		#11,524best of the pickedGPT Image 2.5 Sunburst	#61,403Muse Image
Video1
Text-to-VideoArena ratingtodaytoday	Oct 6todaytoday		#111,368Sora 2 Pro	#91,456best of the pickedMuse Video
Speech2
Open ASRAverage WERtodaytoday	Oct 6todaytoday		#204.57 WERbest of the pickedgpt-transcribe (openai)	#294.84 WERmuse-voice-transcribe (meta)
Speech ArenaArena ratingtodaytoday	Oct 6todaytoday		#361,103best of the pickedTTS 1 Hd	#92850Metavoice V1
Speed1
AA SpeedOutput speedtodaytoday	Oct 6todaytoday	#7124 tok/sK2 Horizon 375B A23B	#6138 tok/sGPT-6 Luna	#4152 tok/sbest of the pickedMuse Spark 1.3	#5139 tok/sClaude Sonnet 5.5
Price1
AA PriceBlended pricetodaytoday	Oct 6todaytoday		#2$0.20best of the pickedGPT-6 Luna	#12$2.00Muse Spark 1.3	#17$4.00Claude Sonnet 5.5
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 6todaytoday		#66.2T tokbest of the pickedGPT-6 Luna	#161.4T tokMuse Spark 1.3 Contributor	#122.6T 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.