Edge0 vs Anthropic vs DeepSeek

Each lab shows its best-ranked model on every board. One row per board where at least one is ranked, from each board's current capture.

Models Vendors Open vs closed

Edge0
Anthropic
DeepSeek

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Head to head on 15 boards: Anthropic places best on 13, DeepSeek places best on 2 and Edge0 places best on 0. All 3 ranked on 0 of 22 boards.

Two at a time on this screen. Tap one to swap it in.

Board	Read	Edge0	Anthropic	DeepSeek
Chat2
Text ArenaArena ratingtoday	Oct 8today		#21,505best of the pickedClaude Opus 4.6	#321,474DeepSeek V4.1 Flash
MultiChallengeScoretoday	Oct 8today		#1359.0%best of the pickedClaude Opus 4.5	#2546.1%DeepSeek V3P1
Reasoning7
AA IntelligenceIndextoday	Oct 8today		#157.6best of the pickedClaude Opus 5.5	#2139.5DeepSeek V4.1 Flash
Epoch ECIECItoday	Oct 8today		#1167.3best of the pickedClaude Opus 5.5	#29155.3DeepSeek V4 Pro 0813
LiveBenchGlobal averagetoday	Oct 8today		#183.4%best of the pickedClaude Fable 5.1	#781.1%DeepSeek V4.1 Flash
GPQA DiamondAccuracytoday	Oct 8today		#295.6%best of the pickedClaude Sonnet 5.5	#2491.7%DeepSeek V4 Pro 0813
ARC-AGI-2Scoretoday	Oct 8today		#393.3%best of the pickedClaude Opus 5.5	#2072.9%DeepSeek V4.1 Flash
MMLU-ProAccuracy · staletoday	Oct 8today		#489.1%best of the pickedClaude Opus 4.6	#3385.0%DeepSeek-V3.2
HLEAccuracytoday	Oct 8today		#246.5%Claude Fable 5.1
Coding4
WebDev ArenaArena ratingtoday	Oct 8today		#11,814best of the pickedClaude Opus 5.5	#191,619DeepSeek V4.1 Flash
SWE-bench VerifiedResolved · staletoday	Oct 8today		#176.8%best of the pickedClaude Opus 4.5	#1170.0%DeepSeek-V3.2
Aider PolyglotPass rate · staletoday	Oct 8today		#1072.0%Claude Opus 4	#874.2%best of the pickedDeepSeek-V3.2
SWE-Bench ProResolvedtoday	Oct 8today		#198.0%Claude Opus 5
Agents and tools3
BFCLOverall accuracytoday	Oct 8today		#177.5%best of the pickedClaude Opus 4.5	#1256.7%DeepSeek-V3.2
MCP AtlasPass ratetoday	Oct 8today		#287.2%Claude Fable 5.1
Search ArenaArena ratingtoday	Oct 8today		#21,253Claude Opus 4.6
Vision2
Vision ArenaArena ratingtoday	Oct 8today		#11,309Claude Fable 5
Document ArenaArena ratingtoday	Oct 8today		#11,516Claude Opus 5
Speech1
Open ASRAverage WERtoday	Oct 8today	#174.47 WERARK-ASR-3B (Edge0)
Speed1
AA SpeedOutput speedtoday	Oct 8today		#2243 tok/sbest of the pickedClaude Haiku 5.5	#3223 tok/sDeepSeek V4.1 Flash
Price1
AA PriceBlended pricetoday	Oct 8today		#2$0.20best of the pickedClaude Haiku 5.5	#7$0.53DeepSeek V4.1 Flash
Usage1
OpenRouterWeekly tokenstoday	Oct 8today		#93.4T tokClaude Opus 5.5	#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.

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