Institute Of Foundation Models vs Meta vs Google vs Xiaomi

Head to head on 24 boards: Google places best on 15, Meta places best on 7, Xiaomi 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 ModelsMetaGoogleXiaomi

Board	Read	IOInstitute Of Foundation Models	Meta	Google	Xiaomi
Chat2
Text ArenaArena ratingtodaytoday	Oct 6todaytoday		#81,494Muse Spark 1.3	#11,525best of the pickedGemini 4 Argon	#231,480MiMo-V2.6-Pro
MultiChallengeScoretodaytoday	Oct 6todaytoday		#175.5%best of the pickedMuse Spark	#371.4%Gemini 3.1 Pro Preview
Reasoning7
AA IntelligenceIndextodaytoday	Oct 6todaytoday	#2830.5K2 Horizon 375B A23B	#748.1Muse Spark 1.3	#552.6best of the pickedGemini 4 Argon	#946.3MiMo-V2.6-Pro
MMLU-ProAccuracy · staletodaytoday	Oct 6todaytoday		#4782.8%Llama4 Behemoth	#191.2%best of the pickedGemini 3.1 Pro Preview
HLEAccuracytodaytoday	Oct 6todaytoday		#640.6%Muse Spark	#346.4%best of the pickedGemini 3.1 Pro Preview
GPQA DiamondAccuracytodaytoday	Oct 6todaytoday		#4189.8%Muse Spark	#395.4%best of the pickedGemini 3.8 Flash
LiveBenchGlobal averagetodaytoday	Oct 6todaytoday		#681.6%best of the pickedMuse Spark 1.3	#1478.8%Gemini 3.7 Flash
ARC-AGI-2Scoretodaytoday	Oct 6todaytoday		#750.0%Llama 4 Maverick Instruct	#889.2%best of the pickedGemini 3.8 Flash
Epoch ECIECItodaytoday	Oct 6todaytoday		#19156.8Muse Spark 1.3	#16157.3best of the pickedGemini 3.7 Flash
Coding4
WebDev ArenaArena ratingtodaytoday	Oct 6todaytoday		#111,657Muse Spark 1.3	#81,680best of the pickedGemini 4 Argon	#201,618MiMo-V2.6-Pro
SWE-bench VerifiedResolved · staletodaytoday	Oct 6todaytoday		#3621.0%Llama 4 Maverick Instruct	#275.8%best of the pickedGemini 3 Flash
Aider PolyglotPass rate · staletodaytoday	Oct 6todaytoday		#4315.6%Llama 4 Maverick Instruct	#383.1%best of the pickedGemini 2.5 Pro (Jun 2025)
SWE-Bench ProResolvedtodaytoday	Oct 6todaytoday			#958.8%Gemini 3.8 Flash
Agents and tools3
MCP AtlasPass ratetodaytoday	Oct 6todaytoday		#188.1%best of the pickedMuse Spark 1.1	#683.6%Gemini 3.5 Flash
BFCLOverall accuracytodaytoday	Oct 6todaytoday		#3637.3%Llama 4 Maverick 17b 128e	#372.5%best of the pickedGemini 3 Pro
Search ArenaArena ratingtodaytoday	Oct 6todaytoday			#91,210Gemini 3.1 Pro Grounding
Vision2
Vision ArenaArena ratingtodaytoday	Oct 6todaytoday		#61,294Muse Spark	#51,296best of the pickedGemini 3.7 Flash	#461,247MiMo-V2.6-Flash
Document ArenaArena ratingtodaytoday	Oct 6todaytoday		#121,471best of the pickedMuse Spark 1.3	#161,463Gemini 3.5 Flash
Image2
Image EditArena ratingtodaytoday	Oct 6todaytoday		#61,403best of the pickedMuse Image	#101,390Gemini 3 Pro Image
Text-to-ImageArena ratingtodaytoday	Oct 6todaytoday		#71,274best of the pickedMuse Image	#91,261Gemini 3.1 Flash Image
Video2
Text-to-VideoArena ratingtodaytoday	Oct 6todaytoday		#91,456Muse Video	#11,516best of the pickedGemini Omni 1.1 Flash
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	#591,055MiMo V2.5 TTS
Open ASRAverage WERtodaytoday	Oct 6todaytoday		#294.84 WERbest of the pickedmuse-voice-transcribe (meta)	#629.51 WERgemma-4-E4B-it (google)
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	#2051 tok/sMiMo-V2.6-Flash
Price1
AA PriceBlended pricetodaytoday	Oct 6todaytoday		#12$2.00Muse Spark 1.3	#10$1.50Gemini 3.8 Flash	#1$0.17best of the pickedMiMo-V2.6-Flash
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 6todaytoday		#161.4T tokMuse Spark 1.3 Contributor	#132.2T tokGemini 3.8 Flash	#49.7T tokbest of the pickedMiMo-V2.6-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.