GLM-4.7 vs Muse Spark 1.1 vs GPT-6 Astra

• GLM-4.7
• Muse Spark 1.1
• GPT-6 Astra

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Head to head on 7 boards: GPT-6 Astra places best on 5, Muse Spark 1.1 places best on 2 and GLM-4.7 places best on 0. All 3 ranked on 3 of 16 boards.

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GLM-4.7Muse Spark 1.1GPT-6 Astra

Board	Read	GLM-4.7	Muse Spark 1.1	GPT-6 Astra
Chat2
Text ArenaArena ratingtodaytoday	Nov 9todaytoday	#801,442	#131,490best of the picked	#311,475
MultiChallengeScoretodaytoday	Nov 9todaytoday		#475.3%
Reasoning6
Epoch ECIECItodaytoday	Nov 9todaytoday	#96143.2	#42154.9	#1169.1best of the picked
GPQA DiamondAccuracytodaytoday	Nov 9todaytoday	#8283.3%		#295.8%best of the picked
LiveBenchGlobal averagetodaytoday	Nov 9todaytoday		#3575.3%	#482.2%best of the picked
HLEAccuracytodaytoday	Nov 9todaytoday			#154.8%
ARC-AGI-2Scoretodaytoday	Nov 9todaytoday			#195.0%
AA IntelligenceIndextodaytoday	Nov 9todaytoday			#356.9
Coding2
WebDev ArenaArena ratingtodaytoday	Nov 9todaytoday	#741,435	#441,542	#31,770best of the picked
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
Document ArenaArena ratingtodaytoday	Nov 9todaytoday		#91,479best of the picked	#111,477
Vision ArenaArena ratingtodaytoday	Nov 9todaytoday		#241,279	#171,285best 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.