Inclusionai vs Google vs DeepSeek vs Meta

Head to head on 24 boards: Google places best on 16, Meta places best on 5, DeepSeek places best on 2 and Inclusionai places best on 1. All 4 ranked on 3 of 28 boards.

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IInclusionaiGoogleDeepSeekMeta

Board	Read	IInclusionai	Google	DeepSeek	Meta
Chat2
Text ArenaArena ratingtodaytoday	Oct 7todaytoday		#11,525best of the pickedGemini 4 Argon	#321,474DeepSeek V4.1 Flash	#81,494Muse Spark 1.3
MultiChallengeScoretodaytoday	Oct 7todaytoday		#371.4%Gemini 3.1 Pro Preview	#2446.1%DeepSeek V3P1	#175.5%best of the pickedMuse Spark
Reasoning7
AA IntelligenceIndextodaytoday	Oct 7todaytoday	#1641.1Ling 3.1 Flash	#552.6best of the pickedGemini 4 Argon	#2039.5DeepSeek V4.1 Flash	#748.1Muse Spark 1.3
MMLU-ProAccuracy · staletodaytoday	Oct 7todaytoday		#191.2%best of the pickedGemini 3.1 Pro Preview	#3385.0%DeepSeek-V3.2	#4782.8%Llama4 Behemoth
GPQA DiamondAccuracytodaytoday	Oct 7todaytoday		#395.4%best of the pickedGemini 3.8 Flash	#2491.7%DeepSeek V4 Pro 0813	#4189.8%Muse Spark
LiveBenchGlobal averagetodaytoday	Oct 7todaytoday		#1478.8%Gemini 3.7 Flash	#781.1%DeepSeek V4.1 Flash	#681.6%best of the pickedMuse Spark 1.3
ARC-AGI-2Scoretodaytoday	Oct 7todaytoday		#889.2%best of the pickedGemini 3.8 Flash	#2072.9%DeepSeek V4.1 Flash	#770.0%Llama 4 Maverick Instruct
Epoch ECIECItodaytoday	Oct 7todaytoday		#16157.3best of the pickedGemini 3.7 Flash	#29155.3DeepSeek V4 Pro 0813	#19156.8Muse Spark 1.3
HLEAccuracytodaytoday	Oct 7todaytoday		#346.4%best of the pickedGemini 3.1 Pro Preview		#640.6%Muse Spark
Coding4
SWE-bench VerifiedResolved · staletodaytoday	Oct 7todaytoday		#275.8%best of the pickedGemini 3 Flash	#1170.0%DeepSeek-V3.2	#3621.0%Llama 4 Maverick Instruct
Aider PolyglotPass rate · staletodaytoday	Oct 7todaytoday		#383.1%best of the pickedGemini 2.5 Pro (Jun 2025)	#874.2%DeepSeek-V3.2	#4315.6%Llama 4 Maverick Instruct
WebDev ArenaArena ratingtodaytoday	Oct 7todaytoday		#81,680best of the pickedGemini 4 Argon	#181,620DeepSeek V4.1 Flash	#111,657Muse Spark 1.3
SWE-Bench ProResolvedtodaytoday	Oct 7todaytoday		#958.8%Gemini 3.8 Flash
Agents and tools3
BFCLOverall accuracytodaytoday	Oct 7todaytoday		#372.5%best of the pickedGemini 3 Pro	#1256.7%DeepSeek-V3.2	#3637.3%Llama 4 Maverick 17b 128e
MCP AtlasPass ratetodaytoday	Oct 7todaytoday		#683.6%Gemini 3.5 Flash		#188.1%best of the pickedMuse Spark 1.1
Search ArenaArena ratingtodaytoday	Oct 7todaytoday		#91,210Gemini 3.1 Pro Grounding
Vision2
Vision ArenaArena ratingtodaytoday	Oct 7todaytoday		#51,296best of the pickedGemini 3.7 Flash		#61,294Muse Spark
Document ArenaArena ratingtodaytoday	Oct 7todaytoday		#161,463Gemini 3.5 Flash		#121,471best of the pickedMuse Spark 1.3
Image2
Text-to-ImageArena ratingtodaytoday	Oct 7todaytoday		#51,328best of the pickedGemini Nano Banana 2.1		#81,274Muse Image
Image EditArena ratingtodaytoday	Oct 7todaytoday		#61,428best of the pickedGemini Nano Banana 2.1		#71,403Muse Image
Video2
Text-to-VideoArena ratingtodaytoday	Oct 7todaytoday		#11,516best of the pickedGemini Omni 1.1 Flash		#91,456Muse Video
Image-to-VideoArena ratingtodaytoday	Oct 7todaytoday		#21,488Gemini Omni 1.1 Flash
Speech2
Speech ArenaArena ratingtodaytoday	Oct 7todaytoday		#51,275best of the pickedGemini 3.8 Flash TTS		#93850Metavoice V1
Open ASRAverage WERtodaytoday	Oct 7todaytoday		#629.51 WERgemma-4-E4B-it (google)		#294.84 WERbest of the pickedmuse-voice-transcribe (meta)
Embeddings1
MTEBMean task scoretodaytoday	Oct 7todaytoday		#568.4%gemini-embedding-001 (google)
Speed1
AA SpeedOutput speedtodaytoday	Oct 7todaytoday	#5210 tok/sLing 3.1 Flash	#4216 tok/sGemini 3.8 Flash	#1234 tok/sbest of the pickedDeepSeek V4 Flash Vision	#3219 tok/sMuse Spark 1.3
Price1
AA PriceBlended pricetodaytoday	Oct 7todaytoday	#5$0.45best of the pickedLing 3.1 Flash	#11$1.50Gemini 3.8 Flash	#6$0.53DeepSeek V4.1 Flash	#13$2.00Muse Spark 1.3
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 7todaytoday		#132.2T tokGemini 3.8 Flash	#229.6T tokbest of the pickedDeepSeek V4.1 Flash	#171.4T tokMuse Spark 1.3 Contributor

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.