Nvidia vs Google vs Anthropic vs DeepSeek

Head to head on 25 boards: Anthropic places best on 12, Google places best on 10, Nvidia places best on 2 and DeepSeek places best on 1. All 4 ranked on 9 of 28 boards.

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NvidiaGoogleAnthropicDeepSeek

Board	Read	Nvidia	Google	Anthropic	DeepSeek
Chat2
Text ArenaArena ratingtodaytoday	Nov 9todaytoday		#11,526best of the pickedGemini 4 Carbon	#41,505Claude Opus 5.5	#321,475DeepSeek V4.1 Flash
MultiChallengeScoretodaytoday	Nov 9todaytoday		#278.7%best of the pickedGemini 4 Argon	#1067.7%Claude Haiku 5.5	#574.9%DeepSeek V4P1 Flash
Reasoning7
AA IntelligenceIndextodaytoday	Nov 9todaytoday	#3513.6Nemotron 3.5 Super VL	#160.0best of the pickedGemini 4 Carbon	#259.1Claude Opus 5.5	#1632.6DeepSeek V4.1 Flash
GPQA DiamondAccuracytodaytoday	Nov 9todaytoday	#7585.4%Nemotron 3 Ultra	#196.4%best of the pickedGemini 4 Argon	#395.6%Claude Sonnet 5.5	#2193.2%DeepSeek V4.1 Flash
LiveBenchGlobal averagetodaytoday	Nov 9todaytoday	#5867.4%Nemotron 3 Ultra 550B A55B	#1578.8%Gemini 3.7 Flash	#183.4%best of the pickedClaude Fable 5.1	#881.1%DeepSeek V4.1 Flash
MMLU-ProAccuracy · staletodaytoday	Nov 9todaytoday	#7078.3%Nemotron 3 Nano 30b A3B	#191.2%best of the pickedGemini 3.1 Pro Preview	#489.1%Claude Opus 4.6	#3385.0%DeepSeek-V3.2
Epoch ECIECItodaytoday	Nov 9todaytoday	#76147.1Nemotron 3 Ultra	#6166.4Gemini 4 Argon	#3168.4best of the pickedClaude Opus 5.5	#19159.3DeepSeek V4.1 Flash
ARC-AGI-2Scoretodaytoday	Nov 9todaytoday	#731.9%Nemotron 3.5 Super VL	#591.3%Gemini 4 Argon	#393.3%best of the pickedClaude Opus 5.5	#1978.1%DeepSeek V4.1 Flash
HLEAccuracytodaytoday	Nov 9todaytoday		#346.4%Gemini 3.1 Pro Preview	#246.5%best of the pickedClaude Fable 5.1
Coding4
WebDev ArenaArena ratingtodaytoday	Nov 9todaytoday		#41,767Gemini 4 Carbon	#11,814best of the pickedClaude Opus 5.5	#141,665DeepSeek V4.1 Flash
SWE-bench VerifiedResolved · staletodaytoday	Nov 9todaytoday		#275.8%Gemini 3 Flash	#176.8%best of the pickedClaude Opus 4.5	#1170.0%DeepSeek-V3.2
Aider PolyglotPass rate · staletodaytoday	Nov 9todaytoday		#383.1%best of the pickedGemini 2.5 Pro (Jun 2025)	#1072.0%Claude Opus 4	#874.2%DeepSeek-V3.2
SWE-Bench ProResolvedtodaytoday	Nov 9todaytoday		#392.2%Gemini 4 Argon	#198.0%best of the pickedClaude Opus 5
Agents and tools3
BFCLOverall accuracy · staletodaytoday	Nov 9todaytoday	#8010.0%Llama 3.1 Nemotron Ultra 253b V1	#372.5%Gemini 3 Pro	#177.5%best of the pickedClaude Opus 4.5	#1256.7%DeepSeek-V3.2
MCP AtlasPass ratetodaytoday	Nov 9todaytoday	#2963.1%Nemotron 3 Ultra	#190.7%best of the pickedGemini 4 Argon	#387.2%Claude Fable 5.1
Search ArenaArena ratingtodaytoday	Nov 9todaytoday		#141,208Gemini 3.1 Pro Preview	#51,229best of the pickedClaude Fable 5
Vision2
Vision ArenaArena ratingtodaytoday	Nov 9todaytoday	#731,211Nvidia Nemotron 3.5 Super VL 120b A12B	#61,294Gemini 3.7 Flash	#11,309best of the pickedClaude Fable 5	#341,263DeepSeek V4.1 Flash
Document ArenaArena ratingtodaytoday	Nov 9todaytoday		#161,469Gemini 3.8 Flash	#11,499best of the pickedClaude Fable 5
Image2
Text-to-ImageArena ratingtodaytoday	Nov 9todaytoday	#261,165Cosmos3 Super Text2image	#71,325best of the pickedGemini Nano Banana 2.1
Image EditArena ratingtodaytoday	Nov 9todaytoday		#81,427Gemini Nano Banana 2.1
Video2
Text-to-VideoArena ratingtodaytoday	Nov 9todaytoday		#11,541Gemini Omni 1.2 Flash
Image-to-VideoArena ratingtodaytoday	Nov 9todaytoday		#11,502Gemini Omni 1.2 Flash
Speech2
Speech ArenaArena ratingtodaytoday	Nov 9todaytoday	#591,064Magpie Multilingual 357m	#61,283best of the pickedGemini 3.8 Flash TTS
Open ASRAverage WERtodaytoday	Nov 9todaytoday	#96.13 WERbest of the pickedNVIDIA-Nemotron-3.5-Transcribe-30B-A4B (nvidia)	#5813.20 WERgemma-4-E4B-it (google)
Embeddings1
MTEBMean task scoretodaytoday	Nov 9todaytoday	#369.5%best of the pickedllama-embed-nemotron-8b (nvidia)	#568.4%gemini-embedding-001 (google)
Speed1
AA SpeedOutput speedtodaytoday	Nov 9todaytoday	#318 tok/sNemotron 3.5 Super VL	#735 tok/sbest of the pickedGemini 4 Carbon	#931 tok/sClaude Sonnet 5.5	#1323 tok/sDeepSeek V4 Pro 0813
Price1
AA PriceBlended pricetodaytoday	Nov 9todaytoday		#5$1.50Gemini 3.8 Flash	#1$0.20best of the pickedClaude Haiku 5.5	#3$0.53DeepSeek V4.1 Flash
Usage1
OpenRouterWeekly tokenstodaytoday	Nov 9todaytoday	#143.0T tokNemotron 3 Ultra 550B A55B		#66.8T tokClaude Opus 5.5	#156.0T tokbest of the pickedDeepSeek 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.