Multiverse Computing vs Google vs DeepSeek vs Microsoft

Head to head on 19 boards: Google places best on 13, Microsoft places best on 4, DeepSeek places best on 2 and Multiverse Computing places best on 0. All 4 ranked on 1 of 28 boards.

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MCMultiverse ComputingGoogleDeepSeekMicrosoft

Board	Read	MCMultiverse Computing	Google	DeepSeek	Microsoft
Chat2
Text ArenaArena ratingtodaytoday	Oct 21todaytoday		#11,525best of the pickedGemini 4 Argon	#341,475DeepSeek V4.1 Flash
MultiChallengeScoretodaytoday	Oct 21todaytoday		#471.4%best of the pickedGemini 3.1 Pro Preview	#2646.1%DeepSeek V3P1
Reasoning7
MMLU-ProAccuracy · staletodaytoday	Oct 21todaytoday		#191.2%best of the pickedGemini 3.1 Pro Preview	#3385.0%DeepSeek-V3.2	#7576.0%Phi 4 Plus
GPQA DiamondAccuracytodaytoday	Oct 21todaytoday		#196.4%best of the pickedGemini 4 Argon	#2591.7%DeepSeek V4 Pro 0813
Epoch ECIECItodaytoday	Oct 21todaytoday		#5166.4best of the pickedGemini 4 Argon	#32155.9DeepSeek V4.1 Flash
ARC-AGI-2Scoretodaytoday	Oct 21todaytoday		#591.3%best of the pickedGemini 4 Argon	#2172.9%DeepSeek V4.1 Flash
LiveBenchGlobal averagetodaytoday	Oct 21todaytoday		#1578.8%Gemini 3.7 Flash	#881.1%best of the pickedDeepSeek V4.1 Flash
HLEAccuracytodaytoday	Oct 21todaytoday		#346.4%Gemini 3.1 Pro Preview
AA IntelligenceIndextodaytoday	Oct 21todaytoday		#453.0Gemini 4 Argon
Coding4
SWE-bench VerifiedResolved · staletodaytoday	Oct 21todaytoday		#275.8%best of the pickedGemini 3 Flash	#1170.0%DeepSeek-V3.2
Aider PolyglotPass rate · staletodaytoday	Oct 21todaytoday		#383.1%best of the pickedGemini 2.5 Pro (Jun 2025)	#874.2%DeepSeek-V3.2
WebDev ArenaArena ratingtodaytoday	Oct 21todaytoday		#81,678best of the pickedGemini 4 Argon	#191,619DeepSeek V4.1 Flash
SWE-Bench ProResolvedtodaytoday	Oct 21todaytoday		#392.2%Gemini 4 Argon
Agents and tools3
BFCLOverall accuracy · staletodaytoday	Oct 21todaytoday		#372.5%best of the pickedGemini 3 Pro	#1256.7%DeepSeek-V3.2	#5028.8%Phi 4
MCP AtlasPass ratetodaytoday	Oct 21todaytoday		#683.6%Gemini 3.5 Flash
Search ArenaArena ratingtodaytoday	Oct 21todaytoday		#91,210Gemini 3.1 Pro Grounding
Vision2
Vision ArenaArena ratingtodaytoday	Oct 21todaytoday		#51,297best of the pickedGemini 3.7 Flash	#391,260DeepSeek V4.1 Flash
Document ArenaArena ratingtodaytoday	Oct 21todaytoday		#161,463Gemini 3.5 Flash
Image2
Text-to-ImageArena ratingtodaytoday	Oct 21todaytoday		#61,328Gemini Nano Banana 2.1		#51,332best of the pickedMAI Image 2.6
Image EditArena ratingtodaytoday	Oct 21todaytoday		#61,428Gemini Nano Banana 2.1		#51,428best of the pickedMAI Image 2.6
Video2
Text-to-VideoArena ratingtodaytoday	Oct 21todaytoday		#11,516Gemini Omni 1.1 Flash
Image-to-VideoArena ratingtodaytoday	Oct 21todaytoday		#21,488Gemini Omni 1.1 Flash
Speech2
Open ASRAverage WERtodaytoday	Oct 21todaytoday		#5911.65 WERgemma-4-E2B-it (google)		#44.26 WERbest of the pickedazure-speech-06-2026 (microsoft)
Speech ArenaArena ratingtodaytoday	Oct 21todaytoday		#51,278best of the pickedGemini 3.8 Flash TTS		#291,141Azure Hd 2.5
Embeddings1
MTEBMean task scoretodaytoday	Oct 21todaytoday		#568.4%gemini-embedding-001 (google)		#174.3%best of the pickedharrier-oss-v1-27b (microsoft)
Speed1
AA SpeedOutput speedtodaytoday	Oct 21todaytoday	#22183 tok/sQuasar 438B	#4454 tok/sbest of the pickedGemini 3.5 Flash-Lite	#16209 tok/sDeepSeek V4.1 Flash	#7545 tok/sPhi 4 Mini
Price1
AA PriceBlended pricetodaytoday	Oct 21todaytoday		#13$1.50Gemini 3.8 Flash	#8$0.53best of the pickedDeepSeek V4.1 Flash
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 21todaytoday			#127.3T tokDeepSeek V4.1 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.