Institute Of Foundation Models vs Google vs Meta vs Microsoft

Head to head on 25 boards: Google places best on 17, Meta places best on 4, Microsoft places best on 4 and Institute Of Foundation Models places best on 0. All 4 ranked on 0 of 28 boards.

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IOInstitute Of Foundation ModelsGoogleMetaMicrosoft

Board	Read	IOInstitute Of Foundation Models	Google	Meta	Microsoft
Chat2
Text ArenaArena ratingtodaytoday	Oct 5todaytoday		#11,525best of the pickedGemini 4 Argon	#81,494Muse Spark 1.3
MultiChallengeScoretodaytoday	Oct 5todaytoday		#371.4%Gemini 3.1 Pro Preview	#175.5%best of the pickedMuse Spark
Reasoning7
MMLU-ProAccuracy · staletodaytoday	Oct 5todaytoday		#191.2%best of the pickedGemini 3.1 Pro Preview	#4782.8%Llama4 Behemoth	#7576.0%Phi 4 Plus
AA IntelligenceIndextodaytoday	Oct 5todaytoday	#2830.5K2 Horizon 375B A23B	#552.6best of the pickedGemini 4 Argon	#748.1Muse Spark 1.3
HLEAccuracytodaytoday	Oct 5todaytoday		#346.4%best of the pickedGemini 3.1 Pro Preview	#640.6%Muse Spark
GPQA DiamondAccuracytodaytoday	Oct 5todaytoday		#395.4%best of the pickedGemini 3.8 Flash	#4189.8%Muse Spark
LiveBenchGlobal averagetodaytoday	Oct 5todaytoday		#1478.8%Gemini 3.7 Flash	#681.6%best of the pickedMuse Spark 1.3
ARC-AGI-2Scoretodaytoday	Oct 5todaytoday		#889.2%best of the pickedGemini 3.8 Flash	#750.0%Llama 4 Maverick Instruct
Epoch ECIECItodaytoday	Oct 5todaytoday		#14157.4best of the pickedGemini 3.7 Flash	#17156.9Muse Spark 1.3
Coding4
SWE-bench VerifiedResolved · staletodaytoday	Oct 5todaytoday		#275.8%best of the pickedGemini 3 Flash	#3621.0%Llama 4 Maverick Instruct
Aider PolyglotPass rate · staletodaytoday	Oct 5todaytoday		#383.1%best of the pickedGemini 2.5 Pro (Jun 2025)	#4315.6%Llama 4 Maverick Instruct
WebDev ArenaArena ratingtodaytoday	Oct 5todaytoday		#81,680best of the pickedGemini 4 Argon	#111,657Muse Spark 1.3
SWE-Bench ProResolvedtodaytoday	Oct 5todaytoday		#958.8%Gemini 3.8 Flash
Agents and tools3
BFCLOverall accuracytodaytoday	Oct 5todaytoday		#372.5%best of the pickedGemini 3 Pro	#3637.3%Llama 4 Maverick 17b 128e	#5028.8%Phi 4
MCP AtlasPass ratetodaytoday	Oct 5todaytoday		#683.6%Gemini 3.5 Flash	#188.1%best of the pickedMuse Spark 1.1
Search ArenaArena ratingtodaytoday	Oct 5todaytoday		#91,210Gemini 3.1 Pro Grounding
Vision2
Vision ArenaArena ratingtodaytoday	Oct 5todaytoday		#51,296best of the pickedGemini 3.7 Flash	#61,294Muse Spark
Document ArenaArena ratingtodaytoday	Oct 5todaytoday		#161,463Gemini 3.5 Flash	#121,471best of the pickedMuse Spark 1.3
Image2
Text-to-ImageArena ratingtodaytoday	Oct 5todaytoday		#91,261Gemini 3.1 Flash Image	#71,276Muse Image	#41,335best of the pickedMAI Image 2.6
Image EditArena ratingtodaytoday	Oct 5todaytoday		#101,390Gemini 3 Pro Image	#61,403Muse Image	#51,427best of the pickedMAI Image 2.6
Video2
Text-to-VideoArena ratingtodaytoday	Oct 5todaytoday		#11,516best of the pickedGemini Omni 1.1 Flash	#91,456Muse Video
Image-to-VideoArena ratingtodaytoday	Oct 5todaytoday		#21,488Gemini Omni 1.1 Flash
Speech2
Open ASRAverage WERtodaytoday	Oct 5todaytoday		#619.51 WERgemma-4-E4B-it (google)	#284.84 WERmuse-voice-transcribe (meta)	#23.81 WERbest of the pickedazure-speech-07-2026 (microsoft)
Speech ArenaArena ratingtodaytoday	Oct 5todaytoday		#41,275best of the pickedGemini 3.8 Flash TTS	#91850Metavoice V1	#271,131Azure Hd 2.5
Embeddings1
MTEBMean task scoretodaytoday	Oct 5todaytoday		#568.4%gemini-embedding-001 (google)		#174.3%best of the pickedharrier-oss-v1-27b (microsoft)
Speed1
AA SpeedOutput speedtodaytoday	Oct 5todaytoday	#7124 tok/sK2 Horizon 375B A23B	#1249 tok/sbest of the pickedGemini 3.8 Flash	#4152 tok/sMuse Spark 1.3
Price1
AA PriceBlended pricetodaytoday	Oct 5todaytoday		#10$1.50best of the pickedGemini 3.8 Flash	#12$2.00Muse Spark 1.3
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 5todaytoday		#132.2T tokbest of the pickedGemini 3.8 Flash	#161.4T 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.