Institute Of Foundation Models vs Meta vs Microsoft vs Google

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 ModelsMetaMicrosoftGoogle

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

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.