Arcee AI vs Meta vs DeepSeek vs OpenAI

Head to head on 25 boards: OpenAI places best on 19, Meta places best on 5, Arcee AI places best on 1 and DeepSeek places best on 1 (a tie counts for each). All 4 ranked on 1 of 26 boards.

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Arcee AIMetaDeepSeekOpenAI

Board	Read	Arcee AI	Meta	DeepSeek	OpenAI
Chat2
MultiChallengeScoretodaytoday	Oct 22todaytoday		#375.5%Muse Spark	#2846.1%DeepSeek V3P1	#182.0%best of the pickedGPT-6.1 Sol
Text ArenaArena ratingtodaytoday	Oct 22todaytoday		#81,494best of the pickedMuse Spark 1.3	#341,475DeepSeek V4.1 Flash	#171,485GPT-5.6 Sol
Reasoning7
ARC-AGI-2Scoretodaytoday	Oct 22todaytoday		#3857.5%Muse Spark Open	#1878.1%DeepSeek V4.1 Flash	#195.0%best of the pickedGPT-6 Astra
GPQA DiamondAccuracytodaytoday	Oct 22todaytoday		#4389.8%Muse Spark	#1993.2%DeepSeek V4.1 Flash	#295.8%best of the pickedGPT-6 Astra
Epoch ECIECItodaytoday	Oct 22todaytoday		#12161.8Muse Wonder	#32155.9DeepSeek V4.1 Flash	#2168.8best of the pickedGPT-6 Astra
MMLU-ProAccuracy · staletodaytoday	Oct 22todaytoday		#4782.8%Llama4 Behemoth	#3385.0%DeepSeek-V3.2	#389.3%best of the pickedo1
LiveBenchGlobal averagetodaytoday	Oct 22todaytoday		#681.6%Muse Spark 1.3	#881.1%DeepSeek V4.1 Flash	#482.2%best of the pickedGPT-6 Astra
HLEAccuracytodaytoday	Oct 22todaytoday		#740.6%Muse Spark		#154.8%best of the pickedGPT-6 Astra
AA IntelligenceIndextodaytoday	Oct 22todaytoday		#256.0best of the pickedMuse Wonder Full		#453.0GPT-6 Astra
Coding4
Aider PolyglotPass rate · staletodaytoday	Oct 22todaytoday		#4315.6%Llama 4 Maverick Instruct	#874.2%DeepSeek-V3.2	#188.0%best of the pickedGPT-5
WebDev ArenaArena ratingtodaytoday	Oct 22todaytoday		#101,656Muse Spark 1.3	#191,619DeepSeek V4.1 Flash	#21,788best of the pickedGPT-6 Astra
SWE-bench VerifiedResolved · staletodaytoday	Oct 22todaytoday		#3621.0%Llama 4 Maverick Instruct	#1170.0%DeepSeek-V3.2	#672.8%best of the pickedGPT-5.2
SWE-Bench ProResolvedtodaytoday	Oct 22todaytoday		#490.2%best of the pickedMuse Wonder 1.0 Max Effort		#490.2%best of the pickedGPT-6 Astra
Agents and tools3
BFCLOverall accuracy · staletodaytoday	Oct 22todaytoday		#3637.3%Llama 4 Maverick 17b 128e	#1256.7%DeepSeek-V3.2	#763.0%best of the pickedo3
MCP AtlasPass ratetodaytoday	Oct 22todaytoday		#188.1%best of the pickedMuse Spark 1.1		#1181.8%GPT-5.6
Search ArenaArena ratingtodaytoday	Oct 22todaytoday				#11,257GPT-5.6 Sol
Vision2
Vision ArenaArena ratingtodaytoday	Oct 22todaytoday		#71,294Muse Spark	#391,260DeepSeek V4.1 Flash	#61,294best of the pickedGPT-6.1 Sol
Document ArenaArena ratingtodaytoday	Oct 22todaytoday		#121,471Muse Spark 1.3		#61,486best of the pickedGPT-5.5
Image2
Text-to-ImageArena ratingtodaytoday	Oct 22todaytoday		#81,274Muse Image		#11,425best of the pickedGPT Image 2.5 Sunburst
Image EditArena ratingtodaytoday	Oct 22todaytoday		#71,403Muse Image		#11,524best of the pickedGPT Image 2.5 Sunburst
Video1
Text-to-VideoArena ratingtodaytoday	Oct 22todaytoday		#91,456best of the pickedMuse Video		#111,368Sora 2 Pro
Speech2
Open ASRAverage WERtodaytoday	Oct 22todaytoday		#356.48 WERmuse-voice-transcribe (meta)		#306.38 WERbest of the pickedgpt-transcribe (openai)
Speech ArenaArena ratingtodaytoday	Oct 22todaytoday		#95848Metavoice V1		#391,103best of the pickedTTS 1 Hd
Speed1
AA SpeedOutput speedtodaytoday	Oct 22todaytoday	#6348 tok/sbest of the pickedTrinity Large	#34145 tok/sMuse Wonder	#19206 tok/sDeepSeek V4.1 Flash	#11272 tok/sGPT OSS 20b
Price1
AA PriceBlended pricetodaytoday	Oct 22todaytoday		#15$2.00Muse Spark 1.3	#8$0.53DeepSeek V4.1 Flash	#3$0.20best of the pickedGPT-6 Luna
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 22todaytoday		#113.2T tokMuse Spark 1.3 Contributor	#125.7T tokbest of the pickedDeepSeek V4.1 Flash	#76.1T tokGPT-6 Luna

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.