Reflection vs Meta vs OpenAI vs Google

Head to head on 26 boards: OpenAI places best on 14, Google places best on 10, Meta places best on 2 and Reflection places best on 0. All 4 ranked on 2 of 28 boards.

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RReflectionMetaOpenAIGoogle

Board	Read	RReflection	Meta	OpenAI	Google
Chat2
Text ArenaArena ratingtodaytoday	Oct 21todaytoday		#81,494Muse Spark 1.3	#171,485GPT-5.6 Sol	#11,525best of the pickedGemini 4 Argon
MultiChallengeScoretodaytoday	Oct 21todaytoday		#275.5%Muse Spark	#182.0%best of the pickedGPT-6.1 Sol	#471.4%Gemini 3.1 Pro Preview
Reasoning7
ARC-AGI-2Scoretodaytoday	Oct 21todaytoday	#4623.5%Beam 1.0	#800.0%Llama 4 Maverick Instruct	#195.0%best of the pickedGPT-6 Astra	#591.3%Gemini 4 Argon
HLEAccuracytodaytoday	Oct 21todaytoday		#740.6%Muse Spark	#154.8%best of the pickedGPT-6 Astra	#346.4%Gemini 3.1 Pro Preview
GPQA DiamondAccuracytodaytoday	Oct 21todaytoday		#4389.8%Muse Spark	#295.8%GPT-6 Astra	#196.4%best of the pickedGemini 4 Argon
MMLU-ProAccuracy · staletodaytoday	Oct 21todaytoday		#4782.8%Llama4 Behemoth	#389.3%o1	#191.2%best of the pickedGemini 3.1 Pro Preview
AA IntelligenceIndextodaytoday	Oct 21todaytoday		#256.0best of the pickedMuse Wonder Full	#453.0GPT-6 Astra	#453.0Gemini 4 Argon
Epoch ECIECItodaytoday	Oct 21todaytoday		#12161.8Muse Wonder	#2168.8best of the pickedGPT-6 Astra	#5166.4Gemini 4 Argon
LiveBenchGlobal averagetodaytoday	Oct 21todaytoday		#681.6%Muse Spark 1.3	#482.2%best of the pickedGPT-6 Astra	#1578.8%Gemini 3.7 Flash
Coding4
Aider PolyglotPass rate · staletodaytoday	Oct 21todaytoday		#4315.6%Llama 4 Maverick Instruct	#188.0%best of the pickedGPT-5	#383.1%Gemini 2.5 Pro (Jun 2025)
WebDev ArenaArena ratingtodaytoday	Oct 21todaytoday		#101,656Muse Spark 1.3	#21,788best of the pickedGPT-6 Astra	#81,678Gemini 4 Argon
SWE-bench VerifiedResolved · staletodaytoday	Oct 21todaytoday		#3621.0%Llama 4 Maverick Instruct	#672.8%GPT-5.2	#275.8%best of the pickedGemini 3 Flash
SWE-Bench ProResolvedtodaytoday	Oct 21todaytoday		#490.2%Muse Wonder 1.0 Max Effort	#490.2%GPT-6 Astra	#392.2%best of the pickedGemini 4 Argon
Agents and tools3
MCP AtlasPass ratetodaytoday	Oct 21todaytoday		#188.1%best of the pickedMuse Spark 1.1	#1181.8%GPT-5.6	#683.6%Gemini 3.5 Flash
BFCLOverall accuracy · staletodaytoday	Oct 21todaytoday		#3637.3%Llama 4 Maverick 17b 128e	#763.0%o3	#372.5%best of the pickedGemini 3 Pro
Search ArenaArena ratingtodaytoday	Oct 21todaytoday			#11,257best of the pickedGPT-5.6 Sol	#91,210Gemini 3.1 Pro Grounding
Vision2
Vision ArenaArena ratingtodaytoday	Oct 21todaytoday		#71,294Muse Spark	#61,294GPT-6.1 Sol	#51,297best of the pickedGemini 3.7 Flash
Document ArenaArena ratingtodaytoday	Oct 21todaytoday		#121,471Muse Spark 1.3	#61,486best of the pickedGPT-5.5	#161,463Gemini 3.5 Flash
Image2
Text-to-ImageArena ratingtodaytoday	Oct 21todaytoday		#81,274Muse Image	#11,425best of the pickedGPT Image 2.5 Sunburst	#61,328Gemini Nano Banana 2.1
Image EditArena ratingtodaytoday	Oct 21todaytoday		#71,403Muse Image	#11,524best of the pickedGPT Image 2.5 Sunburst	#61,428Gemini Nano Banana 2.1
Video2
Text-to-VideoArena ratingtodaytoday	Oct 21todaytoday		#91,456Muse Video	#111,368Sora 2 Pro	#11,516best of the pickedGemini Omni 1.1 Flash
Image-to-VideoArena ratingtodaytoday	Oct 21todaytoday				#21,488Gemini Omni 1.1 Flash
Speech2
Speech ArenaArena ratingtodaytoday	Oct 21todaytoday		#95847Metavoice V1	#391,103TTS 1 Hd	#51,278best of the pickedGemini 3.8 Flash TTS
Open ASRAverage WERtodaytoday	Oct 21todaytoday		#356.48 WERmuse-voice-transcribe (meta)	#306.38 WERbest of the pickedgpt-transcribe (openai)	#5911.65 WERgemma-4-E2B-it (google)
Embeddings1
MTEBMean task scoretodaytoday	Oct 21todaytoday				#568.4%gemini-embedding-001 (google)
Speed1
AA SpeedOutput speedtodaytoday	Oct 21todaytoday	#6345 tok/sBeam 1.0	#7281 tok/sMuse Spark 1.3	#9266 tok/sGPT OSS 20b	#4454 tok/sbest of the pickedGemini 3.5 Flash-Lite
Price1
AA PriceBlended pricetodaytoday	Oct 21todaytoday		#15$2.00Muse Spark 1.3	#3$0.20best of the pickedGPT-6 Luna	#13$1.50Gemini 3.8 Flash
Usage1
OpenRouterWeekly tokenstodaytoday	Oct 21todaytoday		#123.3T tokMuse Spark 1.3 Contributor	#66.2T tokbest of the pickedGPT-6 Luna

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.