Reflection vs Google vs Meta

• RReflection
• Google
• Meta

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Add:AnthropicOpenAIDeepSeekMicrosoft

Head to head on 24 boards: Google places best on 18, Meta places best on 6 and Reflection places best on 0. All 3 ranked on 2 of 28 boards.

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RReflectionGoogleMeta

Board	Read	RReflection	Google	Meta
Chat2
Text ArenaArena ratingtodaytoday	Oct 21todaytoday		#11,525best of the pickedGemini 4 Argon	#81,494Muse Spark 1.3
MultiChallengeScoretodaytoday	Oct 21todaytoday		#471.4%Gemini 3.1 Pro Preview	#275.5%best of the pickedMuse Spark
Reasoning7
ARC-AGI-2Scoretodaytoday	Oct 21todaytoday	#4623.5%Beam 1.0	#591.3%best of the pickedGemini 4 Argon	#800.0%Llama 4 Maverick Instruct
GPQA DiamondAccuracytodaytoday	Oct 21todaytoday		#196.4%best of the pickedGemini 4 Argon	#4389.8%Muse Spark
MMLU-ProAccuracy · staletodaytoday	Oct 21todaytoday		#191.2%best of the pickedGemini 3.1 Pro Preview	#4782.8%Llama4 Behemoth
AA IntelligenceIndextodaytoday	Oct 21todaytoday		#453.0Gemini 4 Argon	#256.0best of the pickedMuse Wonder Full
HLEAccuracytodaytoday	Oct 21todaytoday		#346.4%best of the pickedGemini 3.1 Pro Preview	#740.6%Muse Spark
Epoch ECIECItodaytoday	Oct 21todaytoday		#5166.4best of the pickedGemini 4 Argon	#12161.8Muse Wonder
LiveBenchGlobal averagetodaytoday	Oct 21todaytoday		#1578.8%Gemini 3.7 Flash	#681.6%best of the pickedMuse Spark 1.3
Coding4
SWE-bench VerifiedResolved · staletodaytoday	Oct 21todaytoday		#275.8%best of the pickedGemini 3 Flash	#3621.0%Llama 4 Maverick Instruct
SWE-Bench ProResolvedtodaytoday	Oct 21todaytoday		#392.2%best of the pickedGemini 4 Argon	#490.2%Muse Wonder 1.0 Max Effort
Aider PolyglotPass rate · staletodaytoday	Oct 21todaytoday		#383.1%best of the pickedGemini 2.5 Pro (Jun 2025)	#4315.6%Llama 4 Maverick Instruct
WebDev ArenaArena ratingtodaytoday	Oct 21todaytoday		#81,678best of the pickedGemini 4 Argon	#101,656Muse Spark 1.3
Agents and tools3
MCP AtlasPass ratetodaytoday	Oct 21todaytoday		#683.6%Gemini 3.5 Flash	#188.1%best of the pickedMuse Spark 1.1
BFCLOverall accuracy · staletodaytoday	Oct 21todaytoday		#372.5%best of the pickedGemini 3 Pro	#3637.3%Llama 4 Maverick 17b 128e
Search ArenaArena ratingtodaytoday	Oct 21todaytoday		#91,210Gemini 3.1 Pro Grounding
Vision2
Vision ArenaArena ratingtodaytoday	Oct 21todaytoday		#51,297best of the pickedGemini 3.7 Flash	#71,294Muse Spark
Document ArenaArena ratingtodaytoday	Oct 21todaytoday		#161,463Gemini 3.5 Flash	#121,471best of the pickedMuse Spark 1.3
Image2
Text-to-ImageArena ratingtodaytoday	Oct 21todaytoday		#61,328best of the pickedGemini Nano Banana 2.1	#81,274Muse Image
Image EditArena ratingtodaytoday	Oct 21todaytoday		#61,428best of the pickedGemini Nano Banana 2.1	#71,403Muse Image
Video2
Text-to-VideoArena ratingtodaytoday	Oct 21todaytoday		#11,516best of the pickedGemini Omni 1.1 Flash	#91,456Muse Video
Image-to-VideoArena ratingtodaytoday	Oct 21todaytoday		#21,488Gemini Omni 1.1 Flash
Speech2
Speech ArenaArena ratingtodaytoday	Oct 21todaytoday		#51,278best of the pickedGemini 3.8 Flash TTS	#95847Metavoice V1
Open ASRAverage WERtodaytoday	Oct 21todaytoday		#5911.65 WERgemma-4-E2B-it (google)	#356.48 WERbest of the pickedmuse-voice-transcribe (meta)
Embeddings1
MTEBMean task scoretodaytoday	Oct 21todaytoday		#568.4%gemini-embedding-001 (google)
Speed1
AA SpeedOutput speedtodaytoday	Oct 21todaytoday	#6345 tok/sBeam 1.0	#4454 tok/sbest of the pickedGemini 3.5 Flash-Lite	#7281 tok/sMuse Spark 1.3
Price1
AA PriceBlended pricetodaytoday	Oct 21todaytoday		#13$1.50best of the pickedGemini 3.8 Flash	#15$2.00Muse Spark 1.3
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 21todaytoday			#123.3T 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.