Azure Neural vs GPT-6 Astra vs Qwen3.8 Max (0902) vs Inkling Small 2

Head to head on 11 boards: GPT-6 Astra places best on 7, Qwen3.8 Max (0902) places best on 4, Azure Neural places best on 0 and Inkling Small 2 places best on 0. All 4 ranked on 0 of 16 boards.

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Azure NeuralGPT-6 AstraQwen3.8 Max (0902)?Inkling Small 2

Board	Read	Azure Neural	GPT-6 Astra	Qwen3.8 Max (0902)	?Inkling Small 2
Chat1
Text ArenaArena ratingtodaytoday	Nov 9todaytoday		#311,475	#201,483best of the picked
Reasoning6
Epoch ECIECItodaytoday	Nov 9todaytoday		#1169.1best of the picked	#27157.4
GPQA DiamondAccuracytodaytoday	Nov 9todaytoday		#295.8%best of the picked	#2692.7%
AA IntelligenceIndextodaytoday	Nov 9todaytoday		#356.9best of the picked	#1533.7
LiveBenchGlobal averagetodaytoday	Nov 9todaytoday		#482.2%best of the picked	#1678.5%
HLEAccuracytodaytoday	Nov 9todaytoday		#154.8%
ARC-AGI-2Scoretodaytoday	Nov 9todaytoday		#195.0%
Coding2
WebDev ArenaArena ratingtodaytoday	Nov 9todaytoday		#31,770best of the picked	#121,677
SWE-Bench ProResolvedtodaytoday	Nov 9todaytoday		#490.2%best of the picked		#986.3%
Agents and tools2
Search ArenaArena ratingtodaytoday	Nov 9todaytoday		#31,245best of the picked	#61,228
MCP AtlasPass ratetodaytoday	Nov 9todaytoday				#585.4%
Vision2
Vision ArenaArena ratingtodaytoday	Nov 9todaytoday		#171,285	#21,300best of the picked
Document ArenaArena ratingtodaytoday	Nov 9todaytoday		#111,477
Speech1
Speech ArenaArena ratingtodaytoday	Nov 9todaytoday	#771,033
Speed1
AA SpeedOutput speedtodaytoday	Nov 9todaytoday		#1621 tok/s	#260 tok/sbest of the picked
Price1
AA PriceBlended pricetodaytoday	Nov 9todaytoday		#17$20.0	#8$3.00best of the picked

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.