Ling 3.1 Flash vs Gemini 3.8 Flash vs Muse Spark

• ILing 3.1 Flash
• Gemini 3.8 Flash
• Muse Spark

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Head to head on 8 boards: Gemini 3.8 Flash places best on 5, Ling 3.1 Flash places best on 2 and Muse Spark places best on 1. All 3 ranked on 0 of 16 boards.

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ILing 3.1 FlashGemini 3.8 FlashMuse Spark

Board	Read	ILing 3.1 Flash	Gemini 3.8 Flash	Muse Spark
Chat2
Text ArenaArena ratingtodaytoday	Oct 7todaytoday		#71,495best of the picked	#121,489
MultiChallengeScoretodaytoday	Oct 7todaytoday			#175.5%
Reasoning6
GPQA DiamondAccuracytodaytoday	Oct 7todaytoday		#395.4%best of the picked	#4189.8%
HLEAccuracytodaytoday	Oct 7todaytoday		#444.5%best of the picked	#640.6%
AA IntelligenceIndextodaytoday	Oct 7todaytoday	#1641.1best of the picked	#1740.9
Epoch ECIECItodaytoday	Oct 7todaytoday		#20156.7best of the picked	#44152.0
ARC-AGI-2Scoretodaytoday	Oct 7todaytoday		#889.2%
LiveBenchGlobal averagetodaytoday	Oct 7todaytoday		#3275.8%
Coding2
SWE-Bench ProResolvedtodaytoday	Oct 7todaytoday		#958.8%
WebDev ArenaArena ratingtodaytoday	Oct 7todaytoday		#251,583
Agents and tools1
MCP AtlasPass ratetodaytoday	Oct 7todaytoday			#982.2%
Vision2
Vision ArenaArena ratingtodaytoday	Oct 7todaytoday		#91,290	#61,294best of the picked
Document ArenaArena ratingtodaytoday	Oct 7todaytoday			#241,444
Speed1
AA SpeedOutput speedtodaytoday	Oct 7todaytoday	#5210 tok/s	#4216 tok/sbest of the picked
Price1
AA PriceBlended pricetodaytoday	Oct 7todaytoday	#5$0.45best of the picked	#11$1.50
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 7todaytoday		#132.2T tok

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.