Ideogram 4.0 vs GPT-6 Astra vs Muse Spark 1.1

• Ideogram 4.0
• 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 Ideogram 4.0 places best on 0. All 3 ranked on 0 of 17 boards.

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Ideogram 4.0GPT-6 AstraMuse Spark 1.1

Board	Read	Ideogram 4.0	GPT-6 Astra	Muse Spark 1.1
Chat2
Text ArenaArena ratingtodaytoday	Oct 27todaytoday		#281,476	#121,490best of the picked
MultiChallengeScoretodaytoday	Oct 27todaytoday			#475.3%
Reasoning6
Epoch ECIECItodaytoday	Oct 27todaytoday		#2168.8best of the picked	#43154.1
LiveBenchGlobal averagetodaytoday	Oct 27todaytoday		#482.2%best of the picked	#3575.3%
HLEAccuracytodaytoday	Oct 27todaytoday		#154.8%
ARC-AGI-2Scoretodaytoday	Oct 27todaytoday		#195.0%
GPQA DiamondAccuracytodaytoday	Oct 27todaytoday		#295.8%
AA IntelligenceIndextodaytoday	Oct 27todaytoday		#652.7
Coding2
WebDev ArenaArena ratingtodaytoday	Oct 27todaytoday		#21,774best of the picked	#411,542
SWE-Bench ProResolvedtodaytoday	Oct 27todaytoday		#490.2%
Agents and tools2
MCP AtlasPass ratetodaytoday	Oct 27todaytoday			#188.1%
Search ArenaArena ratingtodaytoday	Oct 27todaytoday		#31,246
Vision2
Document ArenaArena ratingtodaytoday	Oct 27todaytoday		#131,473	#91,479best of the picked
Vision ArenaArena ratingtodaytoday	Oct 27todaytoday		#181,285best of the picked	#221,280
Image1
Text-to-ImageArena ratingtodaytoday	Oct 27todaytoday	#181,200
Speed1
AA SpeedOutput speedtodaytoday	Oct 27todaytoday		#2669 tok/s
Price1
AA PriceBlended pricetodaytoday	Oct 27todaytoday		#31$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.