Thinking Machines vs Google vs DeepSeek vs ElevenLabs

Head to head on 17 boards: Google places best on 13, ElevenLabs places best on 2, Thinking Machines places best on 1 and DeepSeek places best on 1. All 4 ranked on 0 of 28 boards.

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TMThinking MachinesGoogleDeepSeekElevenLabs

Board	Read	TMThinking Machines	Google	DeepSeek	ElevenLabs
Chat2
Text ArenaArena ratingtodaytoday	Nov 9todaytoday		#11,526best of the pickedGemini 4 Carbon	#321,475DeepSeek V4.1 Flash
MultiChallengeScoretodaytoday	Nov 9todaytoday		#278.7%best of the pickedGemini 4 Argon	#574.9%DeepSeek V4P1 Flash
Reasoning7
AA IntelligenceIndextodaytoday	Nov 9todaytoday	#1930.6Inkling 2 Small	#160.0best of the pickedGemini 4 Carbon	#1632.6DeepSeek V4.1 Flash
ARC-AGI-2Scoretodaytoday	Nov 9todaytoday	#1881.7%Inkling 2 Small	#591.3%best of the pickedGemini 4 Argon	#1978.1%DeepSeek V4.1 Flash
GPQA DiamondAccuracytodaytoday	Nov 9todaytoday		#196.4%best of the pickedGemini 4 Argon	#2193.2%DeepSeek V4.1 Flash
MMLU-ProAccuracy · staletodaytoday	Nov 9todaytoday		#191.2%best of the pickedGemini 3.1 Pro Preview	#3385.0%DeepSeek-V3.2
Epoch ECIECItodaytoday	Nov 9todaytoday		#6166.4best of the pickedGemini 4 Argon	#19159.3DeepSeek V4.1 Flash
LiveBenchGlobal averagetodaytoday	Nov 9todaytoday		#1578.8%Gemini 3.7 Flash	#881.1%best of the pickedDeepSeek V4.1 Flash
HLEAccuracytodaytoday	Nov 9todaytoday		#346.4%Gemini 3.1 Pro Preview
Coding4
WebDev ArenaArena ratingtodaytoday	Nov 9todaytoday	#181,648Inkling 2 Small	#41,767best of the pickedGemini 4 Carbon	#141,665DeepSeek V4.1 Flash
SWE-bench VerifiedResolved · staletodaytoday	Nov 9todaytoday		#275.8%best of the pickedGemini 3 Flash	#1170.0%DeepSeek-V3.2
Aider PolyglotPass rate · staletodaytoday	Nov 9todaytoday		#383.1%best of the pickedGemini 2.5 Pro (Jun 2025)	#874.2%DeepSeek-V3.2
SWE-Bench ProResolvedtodaytoday	Nov 9todaytoday		#392.2%Gemini 4 Argon
Agents and tools3
BFCLOverall accuracy · staletodaytoday	Nov 9todaytoday		#372.5%best of the pickedGemini 3 Pro	#1256.7%DeepSeek-V3.2
MCP AtlasPass ratetodaytoday	Nov 9todaytoday		#190.7%Gemini 4 Argon
Search ArenaArena ratingtodaytoday	Nov 9todaytoday		#141,208Gemini 3.1 Pro Preview
Vision2
Vision ArenaArena ratingtodaytoday	Nov 9todaytoday		#61,294best of the pickedGemini 3.7 Flash	#341,263DeepSeek V4.1 Flash
Document ArenaArena ratingtodaytoday	Nov 9todaytoday		#161,469Gemini 3.8 Flash
Image2
Text-to-ImageArena ratingtodaytoday	Nov 9todaytoday		#71,325Gemini 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		#61,283Gemini 3.8 Flash TTS		#11,339best of the pickedEleven V4
Open ASRAverage WERtodaytoday	Nov 9todaytoday		#5813.20 WERgemma-4-E4B-it (google)		#55.93 WERbest of the pickedscribe v2 (elevenlabs)
Embeddings1
MTEBMean task scoretodaytoday	Nov 9todaytoday		#568.4%gemini-embedding-001 (google)
Speed1
AA SpeedOutput speedtodaytoday	Nov 9todaytoday	#1817 tok/sInkling 2 Small	#735 tok/sbest of the pickedGemini 4 Carbon	#1323 tok/sDeepSeek V4 Pro 0813
Price1
AA PriceBlended pricetodaytoday	Nov 9todaytoday	#2$0.47best of the pickedInkling 2 Small	#5$1.50Gemini 3.8 Flash	#3$0.53DeepSeek V4.1 Flash
Usage1
OpenRouterWeekly tokenstodaytoday	Nov 9todaytoday			#156.0T 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.