gpt-transcribe (openai) vs Muse Spark vs Gemini 3.8 Flash

One row per board where at least one is ranked, from each board's current capture.

Models Vendors Open vs closed

gpt-transcribe (openai)
Muse Spark
Gemini 3.8 Flash

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Head to head on 5 boards: Gemini 3.8 Flash places best on 4, Muse Spark places best on 1 and gpt-transcribe (openai) places best on 0. All 3 ranked on 0 of 17 boards.

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Board	Read	gpt-transcribe (openai)	Muse Spark	Gemini 3.8 Flash
Chat2
Text ArenaArena ratingyesterday	Oct 6yesterday		#121,489	#71,495best of the picked
MultiChallengeScoreyesterday	Oct 6yesterday		#175.5%
Reasoning6
GPQA DiamondAccuracyyesterday	Oct 6yesterday		#4189.8%	#395.4%best of the picked
HLEAccuracyyesterday	Oct 6yesterday		#640.6%	#444.5%best of the picked
Epoch ECIECIyesterday	Oct 6yesterday		#44152.0	#20156.7best of the picked
ARC-AGI-2Scoreyesterday	Oct 6yesterday			#889.2%
AA IntelligenceIndexyesterday	Oct 6yesterday			#1640.9
LiveBenchGlobal averageyesterday	Oct 6yesterday			#3275.8%
Coding2
SWE-Bench ProResolvedyesterday	Oct 6yesterday			#958.8%
WebDev ArenaArena ratingyesterday	Oct 6yesterday			#251,583
Agents and tools1
MCP AtlasPass rateyesterday	Oct 6yesterday		#982.2%
Vision2
Vision ArenaArena ratingyesterday	Oct 6yesterday		#61,294best of the picked	#91,290
Document ArenaArena ratingyesterday	Oct 6yesterday		#241,444
Speech1
Open ASRAverage WERyesterday	Oct 6yesterday	#204.57 WER
Speed1
AA SpeedOutput speedyesterday	Oct 6yesterday			#1249 tok/s
Price1
AA PriceBlended priceyesterday	Oct 6yesterday			#10$1.50
Usage1
OpenRouterWeekly tokensyesterday	Oct 6yesterday			#132.2T 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.

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