Institute Of Foundation Models vs Meta vs Microsoft

• IOInstitute Of Foundation Models
• Meta
• Microsoft

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Head to head on 8 boards: Meta places best on 4, Microsoft places best on 4 and Institute Of Foundation Models places best on 0. All 3 ranked on 0 of 25 boards.

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IOInstitute Of Foundation ModelsMetaMicrosoft

Board	Read	IOInstitute Of Foundation Models	Meta	Microsoft
Chat2
MultiChallengeScoretodaytoday	Oct 5todaytoday		#175.5%Muse Spark
Text ArenaArena ratingtodaytoday	Oct 5todaytoday		#81,494Muse Spark 1.3
Reasoning7
AA IntelligenceIndextodaytoday	Oct 5todaytoday	#2830.5K2 Horizon 375B A23B	#748.1best of the pickedMuse Spark 1.3
MMLU-ProAccuracy · staletodaytoday	Oct 5todaytoday		#4782.8%best of the pickedLlama4 Behemoth	#7576.0%Phi 4 Plus
HLEAccuracytodaytoday	Oct 5todaytoday		#640.6%Muse Spark
LiveBenchGlobal averagetodaytoday	Oct 5todaytoday		#681.6%Muse Spark 1.3
Epoch ECIECItodaytoday	Oct 5todaytoday		#17156.9Muse Spark 1.3
GPQA DiamondAccuracytodaytoday	Oct 5todaytoday		#4189.8%Muse Spark
ARC-AGI-2Scoretodaytoday	Oct 5todaytoday		#750.0%Llama 4 Maverick Instruct
Coding3
WebDev ArenaArena ratingtodaytoday	Oct 5todaytoday		#111,657Muse Spark 1.3
SWE-bench VerifiedResolved · staletodaytoday	Oct 5todaytoday		#3621.0%Llama 4 Maverick Instruct
Aider PolyglotPass rate · staletodaytoday	Oct 5todaytoday		#4315.6%Llama 4 Maverick Instruct
Agents and tools2
BFCLOverall accuracytodaytoday	Oct 5todaytoday		#3637.3%best of the pickedLlama 4 Maverick 17b 128e	#5028.8%Phi 4
MCP AtlasPass ratetodaytoday	Oct 5todaytoday		#188.1%Muse Spark 1.1
Vision2
Vision ArenaArena ratingtodaytoday	Oct 5todaytoday		#61,294Muse Spark
Document ArenaArena ratingtodaytoday	Oct 5todaytoday		#121,471Muse Spark 1.3
Image2
Text-to-ImageArena ratingtodaytoday	Oct 5todaytoday		#71,276Muse Image	#41,335best of the pickedMAI Image 2.6
Image EditArena ratingtodaytoday	Oct 5todaytoday		#61,403Muse Image	#51,427best of the pickedMAI Image 2.6
Video1
Text-to-VideoArena ratingtodaytoday	Oct 5todaytoday		#91,456Muse Video
Speech2
Open ASRAverage WERtodaytoday	Oct 5todaytoday		#284.84 WERmuse-voice-transcribe (meta)	#23.81 WERbest of the pickedazure-speech-07-2026 (microsoft)
Speech ArenaArena ratingtodaytoday	Oct 5todaytoday		#91850Metavoice V1	#271,131best of the pickedAzure Hd 2.5
Embeddings1
MTEBMean task scoretodaytoday	Oct 5todaytoday			#174.3%harrier-oss-v1-27b (microsoft)
Speed1
AA SpeedOutput speedtodaytoday	Oct 5todaytoday	#7124 tok/sK2 Horizon 375B A23B	#4152 tok/sbest of the pickedMuse Spark 1.3
Price1
AA PriceBlended pricetodaytoday	Oct 5todaytoday		#12$2.00Muse Spark 1.3
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 5todaytoday		#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.