Institute Of Foundation Models vs Meta vs Google vs OpenAI

Head to head on 26 boards: OpenAI places best on 16, Google places best on 8, Meta places best on 2 and Institute Of Foundation Models places best on 0. All 4 ranked on 2 of 28 boards.

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IOInstitute Of Foundation ModelsMetaGoogleOpenAI

Board	Read	IOInstitute Of Foundation Models	Meta	Google	OpenAI
Chat2
Text ArenaArena ratingtodaytoday	Oct 6todaytoday		#81,494Muse Spark 1.3	#11,525best of the pickedGemini 4 Argon	#171,484GPT-5.6 Sol
MultiChallengeScoretodaytoday	Oct 6todaytoday		#175.5%best of the pickedMuse Spark	#371.4%Gemini 3.1 Pro Preview	#469.2%GPT-5.4 Pro
Reasoning7
AA IntelligenceIndextodaytoday	Oct 6todaytoday	#2830.5K2 Horizon 375B A23B	#748.1Muse Spark 1.3	#552.6Gemini 4 Argon	#452.7best of the pickedGPT-6 Astra
HLEAccuracytodaytoday	Oct 6todaytoday		#640.6%Muse Spark	#346.4%Gemini 3.1 Pro Preview	#154.8%best of the pickedGPT-6 Astra
GPQA DiamondAccuracytodaytoday	Oct 6todaytoday		#4189.8%Muse Spark	#395.4%Gemini 3.8 Flash	#195.8%best of the pickedGPT-6 Astra
ARC-AGI-2Scoretodaytoday	Oct 6todaytoday		#750.0%Llama 4 Maverick Instruct	#889.2%Gemini 3.8 Flash	#195.0%best of the pickedGPT-6 Astra
MMLU-ProAccuracy · staletodaytoday	Oct 6todaytoday		#4782.8%Llama4 Behemoth	#191.2%best of the pickedGemini 3.1 Pro Preview	#389.3%o1
Epoch ECIECItodaytoday	Oct 6todaytoday		#19156.8Muse Spark 1.3	#16157.3Gemini 3.7 Flash	#2166.4best of the pickedGPT-6 Astra
LiveBenchGlobal averagetodaytoday	Oct 6todaytoday		#681.6%Muse Spark 1.3	#1478.8%Gemini 3.7 Flash	#482.2%best of the pickedGPT-6 Astra
Coding4
Aider PolyglotPass rate · staletodaytoday	Oct 6todaytoday		#4315.6%Llama 4 Maverick Instruct	#383.1%Gemini 2.5 Pro (Jun 2025)	#188.0%best of the pickedGPT-5
WebDev ArenaArena ratingtodaytoday	Oct 6todaytoday		#111,657Muse Spark 1.3	#81,680Gemini 4 Argon	#21,788best of the pickedGPT-6 Astra
SWE-bench VerifiedResolved · staletodaytoday	Oct 6todaytoday		#3621.0%Llama 4 Maverick Instruct	#275.8%best of the pickedGemini 3 Flash	#672.8%GPT-5.2
SWE-Bench ProResolvedtodaytoday	Oct 6todaytoday			#958.8%Gemini 3.8 Flash	#390.2%best of the pickedGPT-6 Astra
Agents and tools3
MCP AtlasPass ratetodaytoday	Oct 6todaytoday		#188.1%best of the pickedMuse Spark 1.1	#683.6%Gemini 3.5 Flash	#1181.8%GPT-5.6
BFCLOverall accuracytodaytoday	Oct 6todaytoday		#3637.3%Llama 4 Maverick 17b 128e	#372.5%best of the pickedGemini 3 Pro	#763.0%o3
Search ArenaArena ratingtodaytoday	Oct 6todaytoday			#91,210Gemini 3.1 Pro Grounding	#11,257best of the pickedGPT-5.6 Sol
Vision2
Vision ArenaArena ratingtodaytoday	Oct 6todaytoday		#61,294Muse Spark	#51,296best of the pickedGemini 3.7 Flash	#81,291GPT-6.1 Sol
Document ArenaArena ratingtodaytoday	Oct 6todaytoday		#121,471Muse Spark 1.3	#161,463Gemini 3.5 Flash	#61,486best of the pickedGPT-5.5
Image2
Text-to-ImageArena ratingtodaytoday	Oct 6todaytoday		#71,274Muse Image	#91,261Gemini 3.1 Flash Image	#11,425best of the pickedGPT Image 2.5 Sunburst
Image EditArena ratingtodaytoday	Oct 6todaytoday		#61,403Muse Image	#101,390Gemini 3 Pro Image	#11,524best of the pickedGPT Image 2.5 Sunburst
Video2
Text-to-VideoArena ratingtodaytoday	Oct 6todaytoday		#91,456Muse Video	#11,516best of the pickedGemini Omni 1.1 Flash	#111,368Sora 2 Pro
Image-to-VideoArena ratingtodaytoday	Oct 6todaytoday			#21,488Gemini Omni 1.1 Flash
Speech2
Speech ArenaArena ratingtodaytoday	Oct 6todaytoday		#92850Metavoice V1	#51,275best of the pickedGemini 3.8 Flash TTS	#361,103TTS 1 Hd
Open ASRAverage WERtodaytoday	Oct 6todaytoday		#294.84 WERmuse-voice-transcribe (meta)	#629.51 WERgemma-4-E4B-it (google)	#204.57 WERbest of the pickedgpt-transcribe (openai)
Embeddings1
MTEBMean task scoretodaytoday	Oct 6todaytoday			#568.4%gemini-embedding-001 (google)
Speed1
AA SpeedOutput speedtodaytoday	Oct 6todaytoday	#7124 tok/sK2 Horizon 375B A23B	#4152 tok/sMuse Spark 1.3	#1249 tok/sbest of the pickedGemini 3.8 Flash	#6138 tok/sGPT-6 Luna
Price1
AA PriceBlended pricetodaytoday	Oct 6todaytoday		#12$2.00Muse Spark 1.3	#10$1.50Gemini 3.8 Flash	#2$0.20best of the pickedGPT-6 Luna
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 6todaytoday		#161.4T tokMuse Spark 1.3 Contributor	#132.2T tokGemini 3.8 Flash	#66.2T tokbest of the pickedGPT-6 Luna

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.