Ling 3.0 Tiny vs Muse Spark vs GPT-6 Astra vs Qwen3.8 Max (0902)

Head to head on 11 boards: GPT-6 Astra places best on 8, Qwen3.8 Max (0902) places best on 2, Muse Spark places best on 1 and Ling 3.0 Tiny places best on 0. All 4 ranked on 0 of 16 boards.

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ILing 3.0 TinyMuse SparkGPT-6 AstraQwen3.8 Max (0902)

Board	Read	ILing 3.0 Tiny	Muse Spark	GPT-6 Astra	Qwen3.8 Max (0902)
Chat2
Text ArenaArena ratingtodaytoday	Oct 7todaytoday		#121,489best of the picked	#261,477	#201,482
MultiChallengeScoretodaytoday	Oct 7todaytoday		#175.5%
Reasoning6
GPQA DiamondAccuracytodaytoday	Oct 7todaytoday		#4189.8%	#195.8%best of the picked	#2192.7%
Epoch ECIECItodaytoday	Oct 7todaytoday		#44152.0	#2166.4best of the picked	#22156.4
AA IntelligenceIndextodaytoday	Oct 7todaytoday	#9811.1		#452.7best of the picked	#1045.4
HLEAccuracytodaytoday	Oct 7todaytoday		#640.6%	#154.8%best of the picked
LiveBenchGlobal averagetodaytoday	Oct 7todaytoday			#482.2%best of the picked	#1578.5%
ARC-AGI-2Scoretodaytoday	Oct 7todaytoday			#195.0%
Coding2
WebDev ArenaArena ratingtodaytoday	Oct 7todaytoday			#21,788best of the picked	#91,671
SWE-Bench ProResolvedtodaytoday	Oct 7todaytoday			#390.2%
Agents and tools1
MCP AtlasPass ratetodaytoday	Oct 7todaytoday		#982.2%
Vision2
Vision ArenaArena ratingtodaytoday	Oct 7todaytoday		#61,294	#181,284	#21,301best of the picked
Document ArenaArena ratingtodaytoday	Oct 7todaytoday		#241,444	#131,468best of the picked
Speed1
AA SpeedOutput speedtodaytoday	Oct 7todaytoday			#1862 tok/sbest of the picked	#2738 tok/s
Price1
AA PriceBlended pricetodaytoday	Oct 7todaytoday			#26$20.0	#16$3.00best of the picked
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 7todaytoday			#191.4T 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.