Qwen3.5 122B A10B vs GPT-6 Astra vs Muse Spark 1.1

• Qwen3.5 122B A10B
• GPT-6 Astra
• Muse Spark 1.1

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Head to head on 6 boards: GPT-6 Astra places best on 4, Muse Spark 1.1 places best on 2 and Qwen3.5 122B A10B places best on 0. All 3 ranked on 1 of 17 boards.

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Qwen3.5 122B A10BGPT-6 AstraMuse Spark 1.1

Board	Read	Qwen3.5 122B A10B	GPT-6 Astra	Muse Spark 1.1
Chat2
Text ArenaArena ratingtodaytoday	Nov 9todaytoday		#311,475	#131,490best of the picked
MultiChallengeScoretodaytoday	Nov 9todaytoday			#475.3%
Reasoning7
Epoch ECIECItodaytoday	Nov 9todaytoday		#1169.1best of the picked	#42154.9
LiveBenchGlobal averagetodaytoday	Nov 9todaytoday		#482.2%best of the picked	#3575.3%
HLEAccuracytodaytoday	Nov 9todaytoday		#154.8%
ARC-AGI-2Scoretodaytoday	Nov 9todaytoday		#195.0%
GPQA DiamondAccuracytodaytoday	Nov 9todaytoday		#295.8%
AA IntelligenceIndextodaytoday	Nov 9todaytoday		#356.9
MMLU-ProAccuracy · staletodaytoday	Nov 9todaytoday	#2186.7%
Coding2
WebDev ArenaArena ratingtodaytoday	Nov 9todaytoday		#31,770best of the picked	#441,542
SWE-Bench ProResolvedtodaytoday	Nov 9todaytoday		#490.2%
Agents and tools2
MCP AtlasPass ratetodaytoday	Nov 9todaytoday			#288.1%
Search ArenaArena ratingtodaytoday	Nov 9todaytoday		#31,245
Vision2
Vision ArenaArena ratingtodaytoday	Nov 9todaytoday	#651,226	#171,285best of the picked	#241,279
Document ArenaArena ratingtodaytoday	Nov 9todaytoday		#111,477	#91,479best of the picked
Speed1
AA SpeedOutput speedtodaytoday	Nov 9todaytoday		#1621 tok/s
Price1
AA PriceBlended pricetodaytoday	Nov 9todaytoday		#17$20.0

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.