Edge0 vs OpenAI vs DeepSeek vs Google

Head to head on 26 boards: OpenAI places best on 15, Google places best on 8, DeepSeek places best on 2 and Edge0 places best on 1. All 4 ranked on 0 of 28 boards.

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EEdge0OpenAIDeepSeekGoogle

Board	Read	EEdge0	OpenAI	DeepSeek	Google
Chat2
Text ArenaArena ratingtodaytoday	Oct 8todaytoday		#171,484GPT-5.6 Sol	#321,474DeepSeek V4.1 Flash	#11,525best of the pickedGemini 4 Argon
MultiChallengeScoretodaytoday	Oct 8todaytoday		#182.0%best of the pickedGPT-6.1 Sol	#2546.1%DeepSeek V3P1	#471.4%Gemini 3.1 Pro Preview
Reasoning7
GPQA DiamondAccuracytodaytoday	Oct 8todaytoday		#195.8%best of the pickedGPT-6 Astra	#2491.7%DeepSeek V4 Pro 0813	#395.4%Gemini 3.8 Flash
ARC-AGI-2Scoretodaytoday	Oct 8todaytoday		#195.0%best of the pickedGPT-6 Astra	#2072.9%DeepSeek V4.1 Flash	#889.2%Gemini 3.8 Flash
MMLU-ProAccuracy · staletodaytoday	Oct 8todaytoday		#389.3%o1	#3385.0%DeepSeek-V3.2	#191.2%best of the pickedGemini 3.1 Pro Preview
Epoch ECIECItodaytoday	Oct 8todaytoday		#2166.4best of the pickedGPT-6 Astra	#29155.3DeepSeek V4 Pro 0813	#16157.3Gemini 3.7 Flash
AA IntelligenceIndextodaytoday	Oct 8todaytoday		#452.7best of the pickedGPT-6 Astra	#2139.5DeepSeek V4.1 Flash	#552.6Gemini 4 Argon
LiveBenchGlobal averagetodaytoday	Oct 8todaytoday		#482.2%best of the pickedGPT-6 Astra	#781.1%DeepSeek V4.1 Flash	#1478.8%Gemini 3.7 Flash
HLEAccuracytodaytoday	Oct 8todaytoday		#154.8%best of the pickedGPT-6 Astra		#346.4%Gemini 3.1 Pro Preview
Coding4
Aider PolyglotPass rate · staletodaytoday	Oct 8todaytoday		#188.0%best of the pickedGPT-5	#874.2%DeepSeek-V3.2	#383.1%Gemini 2.5 Pro (Jun 2025)
WebDev ArenaArena ratingtodaytoday	Oct 8todaytoday		#21,788best of the pickedGPT-6 Astra	#191,619DeepSeek V4.1 Flash	#81,678Gemini 4 Argon
SWE-bench VerifiedResolved · staletodaytoday	Oct 8todaytoday		#672.8%GPT-5.2	#1170.0%DeepSeek-V3.2	#275.8%best of the pickedGemini 3 Flash
SWE-Bench ProResolvedtodaytoday	Oct 8todaytoday		#390.2%best of the pickedGPT-6 Astra		#958.8%Gemini 3.8 Flash
Agents and tools3
BFCLOverall accuracytodaytoday	Oct 8todaytoday		#763.0%o3	#1256.7%DeepSeek-V3.2	#372.5%best of the pickedGemini 3 Pro
Search ArenaArena ratingtodaytoday	Oct 8todaytoday		#11,257best of the pickedGPT-5.6 Sol		#91,210Gemini 3.1 Pro Grounding
MCP AtlasPass ratetodaytoday	Oct 8todaytoday		#1181.8%GPT-5.6		#683.6%best of the pickedGemini 3.5 Flash
Vision2
Vision ArenaArena ratingtodaytoday	Oct 8todaytoday		#81,291GPT-6.1 Sol		#51,296best of the pickedGemini 3.7 Flash
Document ArenaArena ratingtodaytoday	Oct 8todaytoday		#61,486best of the pickedGPT-5.5		#161,463Gemini 3.5 Flash
Image2
Text-to-ImageArena ratingtodaytoday	Oct 8todaytoday		#11,425best of the pickedGPT Image 2.5 Sunburst		#61,328Gemini Nano Banana 2.1
Image EditArena ratingtodaytoday	Oct 8todaytoday		#11,524best of the pickedGPT Image 2.5 Sunburst		#61,428Gemini Nano Banana 2.1
Video2
Text-to-VideoArena ratingtodaytoday	Oct 8todaytoday		#111,368Sora 2 Pro		#11,516best of the pickedGemini Omni 1.1 Flash
Image-to-VideoArena ratingtodaytoday	Oct 8todaytoday				#21,488Gemini Omni 1.1 Flash
Speech2
Open ASRAverage WERtodaytoday	Oct 8todaytoday	#174.47 WERbest of the pickedARK-ASR-3B (Edge0)	#204.57 WERgpt-transcribe (openai)		#589.51 WERgemma-4-E4B-it (google)
Speech ArenaArena ratingtodaytoday	Oct 8todaytoday		#351,102TTS 1 Hd		#51,276best of the pickedGemini 3.8 Flash TTS
Embeddings1
MTEBMean task scoretodaytoday	Oct 8todaytoday				#568.4%gemini-embedding-001 (google)
Speed1
AA SpeedOutput speedtodaytoday	Oct 8todaytoday		#7128 tok/sGPT-6 Luna	#3223 tok/sbest of the pickedDeepSeek V4.1 Flash	#8125 tok/sGemini 3.8 Flash
Price1
AA PriceBlended pricetodaytoday	Oct 8todaytoday		#2$0.20best of the pickedGPT-6 Luna	#7$0.53DeepSeek V4.1 Flash	#12$1.50Gemini 3.8 Flash
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 8todaytoday		#66.5T tokGPT-6 Luna	#133.6T tokbest of the pickedDeepSeek V4.1 Flash	#122.1T tokGemini 3.8 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.