o3 vs Muse Spark 1.1 vs Claude Fable 5.1 vs Inkling Small 2

Head to head on 12 boards: Claude Fable 5.1 places best on 10, Muse Spark 1.1 places best on 2, o3 places best on 0 and Inkling Small 2 places best on 0. All 4 ranked on 0 of 20 boards.

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o3Muse Spark 1.1Claude Fable 5.1?Inkling Small 2

Board	Read	o3	Muse Spark 1.1	Claude Fable 5.1	?Inkling Small 2
Chat2
MultiChallengeScoretodaytoday	Nov 9todaytoday	#2256.6%	#475.3%best of the picked
Text ArenaArena ratingtodaytoday	Nov 9todaytoday		#131,490	#61,504best of the picked
Reasoning7
Epoch ECIECItodaytoday	Nov 9todaytoday	#77147.0	#42154.9	#5166.9best of the picked
LiveBenchGlobal averagetodaytoday	Nov 9todaytoday		#3575.3%	#183.4%best of the picked
HLEAccuracytodaytoday	Nov 9todaytoday	#2020.3%		#246.5%best of the picked
ARC-AGI-2Scoretodaytoday	Nov 9todaytoday	#606.5%		#790.0%best of the picked
AA IntelligenceIndextodaytoday	Nov 9todaytoday			#950.0
MMLU-ProAccuracy · staletodaytoday	Nov 9todaytoday	#3385.0%
GPQA DiamondAccuracytodaytoday	Nov 9todaytoday	#8981.8%
Coding4
SWE-Bench ProResolvedtodaytoday	Nov 9todaytoday			#292.2%best of the picked	#986.3%
WebDev ArenaArena ratingtodaytoday	Nov 9todaytoday		#441,542	#51,746best of the picked
Aider PolyglotPass rate · staletodaytoday	Nov 9todaytoday	#481.3%
SWE-bench VerifiedResolved · staletodaytoday	Nov 9todaytoday	#2158.4%
Agents and tools3
MCP AtlasPass ratetodaytoday	Nov 9todaytoday		#288.1%best of the picked	#387.2%	#585.4%
Search ArenaArena ratingtodaytoday	Nov 9todaytoday	#201,197		#71,227best of the picked
BFCLOverall accuracy · staletodaytoday	Nov 9todaytoday	#763.0%
Vision2
Vision ArenaArena ratingtodaytoday	Nov 9todaytoday	#701,216	#241,279	#131,288best of the picked
Document ArenaArena ratingtodaytoday	Nov 9todaytoday		#91,479	#21,499best of the picked
Speed1
AA SpeedOutput speedtodaytoday	Nov 9todaytoday			#1422 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.