Muse Ember vs GPT-6 Astra vs Inkling 2 Small vs DeepSeek V4P1 Flash

Head to head on 6 boards: GPT-6 Astra places best on 5, Muse Ember places best on 1, Inkling 2 Small places best on 0 and DeepSeek V4P1 Flash places best on 0. All 4 ranked on 0 of 16 boards.

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Muse EmberGPT-6 AstraTMInkling 2 SmallDeepSeek V4P1 Flash

Board	Read	Muse Ember	GPT-6 Astra	TMInkling 2 Small	DeepSeek V4P1 Flash
Chat2
MultiChallengeScoretodaytoday	Nov 10todaytoday				#574.9%
Text ArenaArena ratingtodaytoday	Nov 10todaytoday		#351,474
Reasoning6
AA IntelligenceIndextodaytoday	Nov 10todaytoday	#1336.0	#456.9best of the picked	#2030.6
ARC-AGI-2Scoretodaytoday	Nov 10todaytoday		#195.0%best of the picked	#1981.7%
HLEAccuracytodaytoday	Nov 10todaytoday		#154.8%
GPQA DiamondAccuracytodaytoday	Nov 10todaytoday		#295.8%
Epoch ECIECItodaytoday	Nov 10todaytoday		#2169.2
LiveBenchGlobal averagetodaytoday	Nov 10todaytoday		#482.2%
Coding2
WebDev ArenaArena ratingtodaytoday	Nov 10todaytoday	#291,608	#41,767best of the picked	#181,649
SWE-Bench ProResolvedtodaytoday	Nov 10todaytoday		#490.2%best of the picked	#986.3%
Agents and tools2
Search ArenaArena ratingtodaytoday	Nov 10todaytoday		#31,245
MCP AtlasPass ratetodaytoday	Nov 10todaytoday			#585.4%
Vision2
Document ArenaArena ratingtodaytoday	Nov 10todaytoday		#131,474
Vision ArenaArena ratingtodaytoday	Nov 10todaytoday		#181,283
Speed1
AA SpeedOutput speedtodaytoday	Nov 10todaytoday		#1621 tok/sbest of the picked	#1817 tok/s
Price1
AA PriceBlended pricetodaytoday	Nov 10todaytoday	#1$0.20best of the picked	#19$20.0	#3$0.47

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.