Inclusionai vs Meta vs DeepSeek vs Google

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.

Two at a time on this screen. Tap one to swap it in.

IInclusionaiMetaDeepSeekGoogle

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

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.