Edge0 vs Google vs DeepSeek

• EEdge0
• Google
• DeepSeek

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Head to head on 16 boards: Google places best on 11, DeepSeek places best on 4 and Edge0 places best on 1. All 3 ranked on 0 of 28 boards.

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EEdge0GoogleDeepSeek

Board	Read	EEdge0	Google	DeepSeek
Chat2
Text ArenaArena ratingtodaytoday	Oct 8todaytoday		#11,525best of the pickedGemini 4 Argon	#321,474DeepSeek V4.1 Flash
MultiChallengeScoretodaytoday	Oct 8todaytoday		#471.4%best of the pickedGemini 3.1 Pro Preview	#2546.1%DeepSeek V3P1
Reasoning7
MMLU-ProAccuracy · staletodaytoday	Oct 8todaytoday		#191.2%best of the pickedGemini 3.1 Pro Preview	#3385.0%DeepSeek-V3.2
GPQA DiamondAccuracytodaytoday	Oct 8todaytoday		#395.4%best of the pickedGemini 3.8 Flash	#2491.7%DeepSeek V4 Pro 0813
AA IntelligenceIndextodaytoday	Oct 8todaytoday		#552.6best of the pickedGemini 4 Argon	#2139.5DeepSeek V4.1 Flash
LiveBenchGlobal averagetodaytoday	Oct 8todaytoday		#1478.8%Gemini 3.7 Flash	#781.1%best of the pickedDeepSeek V4.1 Flash
ARC-AGI-2Scoretodaytoday	Oct 8todaytoday		#889.2%best of the pickedGemini 3.8 Flash	#2072.9%DeepSeek V4.1 Flash
Epoch ECIECItodaytoday	Oct 8todaytoday		#16157.3best of the pickedGemini 3.7 Flash	#29155.3DeepSeek V4 Pro 0813
HLEAccuracytodaytoday	Oct 8todaytoday		#346.4%Gemini 3.1 Pro Preview
Coding4
SWE-bench VerifiedResolved · staletodaytoday	Oct 8todaytoday		#275.8%best of the pickedGemini 3 Flash	#1170.0%DeepSeek-V3.2
Aider PolyglotPass rate · staletodaytoday	Oct 8todaytoday		#383.1%best of the pickedGemini 2.5 Pro (Jun 2025)	#874.2%DeepSeek-V3.2
WebDev ArenaArena ratingtodaytoday	Oct 8todaytoday		#81,678best of the pickedGemini 4 Argon	#191,619DeepSeek V4.1 Flash
SWE-Bench ProResolvedtodaytoday	Oct 8todaytoday		#958.8%Gemini 3.8 Flash
Agents and tools3
BFCLOverall accuracytodaytoday	Oct 8todaytoday		#372.5%best of the pickedGemini 3 Pro	#1256.7%DeepSeek-V3.2
MCP AtlasPass ratetodaytoday	Oct 8todaytoday		#683.6%Gemini 3.5 Flash
Search ArenaArena ratingtodaytoday	Oct 8todaytoday		#91,210Gemini 3.1 Pro Grounding
Vision2
Vision ArenaArena ratingtodaytoday	Oct 8todaytoday		#51,296Gemini 3.7 Flash
Document ArenaArena ratingtodaytoday	Oct 8todaytoday		#161,463Gemini 3.5 Flash
Image2
Text-to-ImageArena ratingtodaytoday	Oct 8todaytoday		#61,328Gemini Nano Banana 2.1
Image EditArena ratingtodaytoday	Oct 8todaytoday		#61,428Gemini Nano Banana 2.1
Video2
Text-to-VideoArena ratingtodaytoday	Oct 8todaytoday		#11,516Gemini 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)	#589.51 WERgemma-4-E4B-it (google)
Speech ArenaArena ratingtodaytoday	Oct 8todaytoday		#51,276Gemini 3.8 Flash TTS
Embeddings1
MTEBMean task scoretodaytoday	Oct 8todaytoday		#568.4%gemini-embedding-001 (google)
Speed1
AA SpeedOutput speedtodaytoday	Oct 8todaytoday		#8125 tok/sGemini 3.8 Flash	#3223 tok/sbest of the pickedDeepSeek V4.1 Flash
Price1
AA PriceBlended pricetodaytoday	Oct 8todaytoday		#12$1.50Gemini 3.8 Flash	#7$0.53best of the pickedDeepSeek V4.1 Flash
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 8todaytoday		#122.1T tokGemini 3.8 Flash	#133.6T 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.