P99lab vs Meta vs DeepSeek vs Google

Head to head on 25 boards: Google places best on 16, Meta places best on 6, DeepSeek places best on 2 and P99lab places best on 1. All 4 ranked on 0 of 28 boards.

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PP99labMetaDeepSeekGoogle

Board	Read	PP99lab	Meta	DeepSeek	Google
Chat2
Text ArenaArena rating1dyesterday	Oct 261dyesterday		#31,509Muse Wonder	#291,476DeepSeek V4.1 Flash	#11,517best of the pickedGemini 4 Argon
MultiChallengeScore1dyesterday	Oct 261dyesterday		#375.5%Muse Spark	#2846.1%DeepSeek V3P1	#278.7%best of the pickedGemini 4 Argon
Reasoning7
GPQA DiamondAccuracy1dyesterday	Oct 261dyesterday		#4389.8%Muse Spark	#1993.2%DeepSeek V4.1 Flash	#196.4%best of the pickedGemini 4 Argon
MMLU-ProAccuracy · stale1dyesterday	Oct 261dyesterday		#4782.8%Llama4 Behemoth	#3385.0%DeepSeek-V3.2	#191.2%best of the pickedGemini 3.1 Pro Preview
AA IntelligenceIndex1dyesterday	Oct 261dyesterday		#355.8best of the pickedMuse Wonder Full	#1445.1DeepSeek V4.1 Flash	#752.6Gemini 4 Argon
Epoch ECIECI1dyesterday	Oct 261dyesterday		#12161.8Muse Wonder	#32155.9DeepSeek V4.1 Flash	#5166.4best of the pickedGemini 4 Argon
ARC-AGI-2Score1dyesterday	Oct 261dyesterday		#3857.5%Muse Spark Open	#1878.1%DeepSeek V4.1 Flash	#591.3%best of the pickedGemini 4 Argon
LiveBenchGlobal average1dyesterday	Oct 261dyesterday		#681.6%best of the pickedMuse Spark 1.3	#881.1%DeepSeek V4.1 Flash	#1578.8%Gemini 3.7 Flash
HLEAccuracy1dyesterday	Oct 261dyesterday		#740.6%Muse Spark		#346.4%best of the pickedGemini 3.1 Pro Preview
Coding4
SWE-bench VerifiedResolved · stale1dyesterday	Oct 261dyesterday		#3621.0%Llama 4 Maverick Instruct	#1170.0%DeepSeek-V3.2	#275.8%best of the pickedGemini 3 Flash
Aider PolyglotPass rate · stale1dyesterday	Oct 261dyesterday		#4315.6%Llama 4 Maverick Instruct	#874.2%DeepSeek-V3.2	#383.1%best of the pickedGemini 2.5 Pro (Jun 2025)
WebDev ArenaArena rating1dyesterday	Oct 261dyesterday		#61,726best of the pickedMuse Wonder Full	#121,665DeepSeek V4.1 Flash	#101,674Gemini 4 Argon
SWE-Bench ProResolved1dyesterday	Oct 261dyesterday		#490.2%Muse Wonder 1.0 Max Effort		#392.2%best of the pickedGemini 4 Argon
Agents and tools3
BFCLOverall accuracy · stale1dyesterday	Oct 261dyesterday		#3637.3%Llama 4 Maverick 17b 128e	#1256.7%DeepSeek-V3.2	#372.5%best of the pickedGemini 3 Pro
MCP AtlasPass rate1dyesterday	Oct 261dyesterday		#188.1%best of the pickedMuse Spark 1.1		#683.6%Gemini 3.5 Flash
Search ArenaArena rating1dyesterday	Oct 261dyesterday				#141,207Gemini 3.1 Pro Grounding
Vision2
Vision ArenaArena rating1dyesterday	Oct 261dyesterday		#61,294Muse Spark	#391,261DeepSeek V4.1 Flash	#51,295best of the pickedGemini 3.7 Flash
Document ArenaArena rating1dyesterday	Oct 261dyesterday		#91,479best of the pickedMuse Spark 1.1		#211,461Gemini 3.5 Flash
Image2
Image EditArena rating1dyesterday	Oct 261dyesterday		#91,398Muse Image		#51,426best of the pickedGemini Nano Banana 2.1
Text-to-ImageArena rating1dyesterday	Oct 261dyesterday		#81,274Muse Image		#61,328best of the pickedGemini Nano Banana 2.1
Video2
Text-to-VideoArena rating1dyesterday	Oct 261dyesterday		#91,456Muse Video		#11,516best of the pickedGemini Omni 1.1 Flash
Image-to-VideoArena rating1dyesterday	Oct 261dyesterday				#21,488Gemini Omni 1.1 Flash
Speech2
Open ASRAverage WER1dyesterday	Oct 261dyesterday	#34.98 WERbest of the pickedaudrey-0.7 (p99lab)	#326.30 WERmuse-voice-transcribe (meta)		#5611.86 WERgemma-4-E4B-it (google)
Speech ArenaArena rating1dyesterday	Oct 261dyesterday		#95846Metavoice V1		#51,280best of the pickedGemini 3.8 Flash TTS
Embeddings1
MTEBMean task score1dyesterday	Oct 261dyesterday				#568.4%gemini-embedding-001 (google)
Speed1
AA SpeedOutput speed1dyesterday	Oct 261dyesterday		#6195 tok/sbest of the pickedMuse Wonder	#8181 tok/sDeepSeek V4 Flash Vision	#11132 tok/sGemini 3.8 Flash
Price1
AA PriceBlended price1dyesterday	Oct 261dyesterday		#17$2.00Muse Spark Open	#9$0.53best of the pickedDeepSeek V4.1 Flash	#15$1.50Gemini 3.8 Flash
Usage1
OpenRouterWeekly tokens1dyesterday	Oct 261dyesterday		#152.8T tokMuse Spark 1.3 Contributor	#133.6T tokbest of the pickedDeepSeek V4.1 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.