Edge0 vs Google vs Meta vs Microsoft

Head to head on 25 boards: Google places best on 16, Meta places best on 5, Microsoft places best on 4 and Edge0 places best on 0. All 4 ranked on 1 of 28 boards.

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EEdge0GoogleMetaMicrosoft

Board	Read	EEdge0	Google	Meta	Microsoft
Chat2
Text ArenaArena ratingtodaytoday	Oct 8todaytoday		#11,525best of the pickedGemini 4 Argon	#81,494Muse Spark 1.3
MultiChallengeScoretodaytoday	Oct 8todaytoday		#471.4%Gemini 3.1 Pro Preview	#275.5%best of the pickedMuse Spark
Reasoning7
MMLU-ProAccuracy · staletodaytoday	Oct 8todaytoday		#191.2%best of the pickedGemini 3.1 Pro Preview	#4782.8%Llama4 Behemoth	#7576.0%Phi 4 Plus
HLEAccuracytodaytoday	Oct 8todaytoday		#346.4%best of the pickedGemini 3.1 Pro Preview	#640.6%Muse Spark
GPQA DiamondAccuracytodaytoday	Oct 8todaytoday		#395.4%best of the pickedGemini 3.8 Flash	#4189.8%Muse Spark
AA IntelligenceIndextodaytoday	Oct 8todaytoday		#552.6best of the pickedGemini 4 Argon	#748.1Muse Spark 1.3
LiveBenchGlobal averagetodaytoday	Oct 8todaytoday		#1478.8%Gemini 3.7 Flash	#681.6%best of the pickedMuse Spark 1.3
ARC-AGI-2Scoretodaytoday	Oct 8todaytoday		#889.2%best of the pickedGemini 3.8 Flash	#770.0%Llama 4 Maverick Instruct
Epoch ECIECItodaytoday	Oct 8todaytoday		#16157.3best of the pickedGemini 3.7 Flash	#19156.8Muse Spark 1.3
Coding4
SWE-bench VerifiedResolved · staletodaytoday	Oct 8todaytoday		#275.8%best of the pickedGemini 3 Flash	#3621.0%Llama 4 Maverick Instruct
Aider PolyglotPass rate · staletodaytoday	Oct 8todaytoday		#383.1%best of the pickedGemini 2.5 Pro (Jun 2025)	#4315.6%Llama 4 Maverick Instruct
WebDev ArenaArena ratingtodaytoday	Oct 8todaytoday		#81,678best of the pickedGemini 4 Argon	#101,656Muse Spark 1.3
SWE-Bench ProResolvedtodaytoday	Oct 8todaytoday		#958.8%Gemini 3.8 Flash
Agents and tools3
BFCLOverall accuracytodaytoday	Oct 8todaytoday		#372.5%best of the pickedGemini 3 Pro	#3637.3%Llama 4 Maverick 17b 128e	#5028.8%Phi 4
MCP AtlasPass ratetodaytoday	Oct 8todaytoday		#683.6%Gemini 3.5 Flash	#188.1%best of the pickedMuse Spark 1.1
Search ArenaArena ratingtodaytoday	Oct 8todaytoday		#91,210Gemini 3.1 Pro Grounding
Vision2
Vision ArenaArena ratingtodaytoday	Oct 8todaytoday		#51,296best of the pickedGemini 3.7 Flash	#61,294Muse Spark
Document ArenaArena ratingtodaytoday	Oct 8todaytoday		#161,463Gemini 3.5 Flash	#121,471best of the pickedMuse Spark 1.3
Image2
Text-to-ImageArena ratingtodaytoday	Oct 8todaytoday		#61,328Gemini Nano Banana 2.1	#81,274Muse Image	#51,332best of the pickedMAI Image 2.6
Image EditArena ratingtodaytoday	Oct 8todaytoday		#61,428Gemini Nano Banana 2.1	#71,403Muse Image	#51,428best of the pickedMAI Image 2.6
Video2
Text-to-VideoArena ratingtodaytoday	Oct 8todaytoday		#11,516best of the pickedGemini Omni 1.1 Flash	#91,456Muse Video
Image-to-VideoArena ratingtodaytoday	Oct 8todaytoday		#21,488Gemini Omni 1.1 Flash
Speech2
Open ASRAverage WERtodaytoday	Oct 8todaytoday	#174.47 WERARK-ASR-3B (Edge0)	#589.51 WERgemma-4-E4B-it (google)	#294.84 WERmuse-voice-transcribe (meta)	#23.81 WERbest of the pickedazure-speech-07-2026 (microsoft)
Speech ArenaArena ratingtodaytoday	Oct 8todaytoday		#51,276best of the pickedGemini 3.8 Flash TTS	#93850Metavoice V1	#281,131Azure Hd 2.5
Embeddings1
MTEBMean task scoretodaytoday	Oct 8todaytoday		#568.4%gemini-embedding-001 (google)		#174.3%best of the pickedharrier-oss-v1-27b (microsoft)
Speed1
AA SpeedOutput speedtodaytoday	Oct 8todaytoday		#8125 tok/sGemini 3.8 Flash	#1312 tok/sbest of the pickedMuse Spark 1.3
Price1
AA PriceBlended pricetodaytoday	Oct 8todaytoday		#12$1.50best of the pickedGemini 3.8 Flash	#14$2.00Muse Spark 1.3
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 8todaytoday		#122.1T tokbest of the pickedGemini 3.8 Flash	#181.5T 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.