Head to head on 24 boards: OpenAI places best on 17, Meta places best on 5, Edge0 places best on 1 and DeepSeek places best on 1. All 4 ranked on 0 of 26 boards.
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| Board | Read | EEdge0 |  OpenAI |  Meta |  DeepSeek |
|---|
| Chat2 | | | | | |
|---|
 MultiChallengeScoretodaytoday | Oct 8todaytoday | | #182.0%best of the pickedGPT-6.1 Sol | #275.5%Muse Spark | #2546.1%DeepSeek V3P1 |
 Text ArenaArena ratingtodaytoday | Oct 8todaytoday | | #171,484GPT-5.6 Sol | #81,494best of the pickedMuse Spark 1.3 | #321,474DeepSeek V4.1 Flash |
| Reasoning7 | | | | | |
|---|
 GPQA DiamondAccuracytodaytoday | Oct 8todaytoday | | #195.8%best of the pickedGPT-6 Astra | #4189.8%Muse Spark | #2491.7%DeepSeek V4 Pro 0813 |
 ARC-AGI-2Scoretodaytoday | Oct 8todaytoday | | #195.0%best of the pickedGPT-6 Astra | #770.0%Llama 4 Maverick Instruct | #2072.9%DeepSeek V4.1 Flash |
| Epoch ECIECItodaytoday | Oct 8todaytoday | | #2166.4best of the pickedGPT-6 Astra | #19156.8Muse Spark 1.3 | #29155.3DeepSeek V4 Pro 0813 |
 MMLU-ProAccuracy · staletodaytoday | Oct 8todaytoday | | #389.3%best of the pickedo1 | #4782.8%Llama4 Behemoth | #3385.0%DeepSeek-V3.2 |
 AA IntelligenceIndextodaytoday | Oct 8todaytoday | | #452.7best of the pickedGPT-6 Astra | #748.1Muse Spark 1.3 | #2139.5DeepSeek V4.1 Flash |
 LiveBenchGlobal averagetodaytoday | Oct 8todaytoday | | #482.2%best of the pickedGPT-6 Astra | #681.6%Muse Spark 1.3 | #781.1%DeepSeek V4.1 Flash |
| HLEAccuracytodaytoday | Oct 8todaytoday | | #154.8%best of the pickedGPT-6 Astra | #640.6%Muse Spark | |
| Coding4 | | | | | |
|---|
 Aider PolyglotPass rate · staletodaytoday | Oct 8todaytoday | | #188.0%best of the pickedGPT-5 | #4315.6%Llama 4 Maverick Instruct | #874.2%DeepSeek-V3.2 |
| WebDev ArenaArena ratingtodaytoday | Oct 8todaytoday | | #21,788best of the pickedGPT-6 Astra | #101,656Muse Spark 1.3 | #191,619DeepSeek V4.1 Flash |
 SWE-bench VerifiedResolved · staletodaytoday | Oct 8todaytoday | | #672.8%best of the pickedGPT-5.2 | #3621.0%Llama 4 Maverick Instruct | #1170.0%DeepSeek-V3.2 |
| SWE-Bench ProResolvedtodaytoday | Oct 8todaytoday | | #390.2%GPT-6 Astra | | |
| Agents and tools3 | | | | | |
|---|
 BFCLOverall accuracytodaytoday | Oct 8todaytoday | | #763.0%best of the pickedo3 | #3637.3%Llama 4 Maverick 17b 128e | #1256.7%DeepSeek-V3.2 |
| MCP AtlasPass ratetodaytoday | Oct 8todaytoday | | #1181.8%GPT-5.6 | #188.1%best of the pickedMuse Spark 1.1 | |
| Search ArenaArena ratingtodaytoday | Oct 8todaytoday | | #11,257GPT-5.6 Sol | | |
| Vision2 | | | | | |
|---|
| Vision ArenaArena ratingtodaytoday | Oct 8todaytoday | | #81,291GPT-6.1 Sol | #61,294best of the pickedMuse Spark | |
| Document ArenaArena ratingtodaytoday | Oct 8todaytoday | | #61,486best of the pickedGPT-5.5 | #121,471Muse Spark 1.3 | |
| Image2 | | | | | |
|---|
| Text-to-ImageArena ratingtodaytoday | Oct 8todaytoday | | #11,425best of the pickedGPT Image 2.5 Sunburst | #81,274Muse Image | |
| Image EditArena ratingtodaytoday | Oct 8todaytoday | | #11,524best of the pickedGPT Image 2.5 Sunburst | #71,403Muse Image | |
| Video1 | | | | | |
|---|
| Text-to-VideoArena ratingtodaytoday | Oct 8todaytoday | | #111,368Sora 2 Pro | #91,456best of the pickedMuse Video | |
| Speech2 | | | | | |
|---|
 Open ASRAverage WERtodaytoday | Oct 8todaytoday | #174.47 WERbest of the pickedARK-ASR-3B (Edge0) | #204.57 WERgpt-transcribe (openai) | #294.84 WERmuse-voice-transcribe (meta) | |
| Speech ArenaArena ratingtodaytoday | Oct 8todaytoday | | #351,102best of the pickedTTS 1 Hd | #93850Metavoice V1 | |
| Speed1 | | | | | |
|---|
| AA SpeedOutput speedtodaytoday | Oct 8todaytoday | | #7128 tok/sGPT-6 Luna | #1312 tok/sbest of the pickedMuse Spark 1.3 | #3223 tok/sDeepSeek V4.1 Flash |
| Price1 | | | | | |
|---|
| AA PriceBlended pricetodaytoday | Oct 8todaytoday | | #2$0.20best of the pickedGPT-6 Luna | #14$2.00Muse Spark 1.3 | #7$0.53DeepSeek V4.1 Flash |
| Usage1 | | | | | |
|---|
 OpenRouterWeekly tokenstodaytoday | Oct 8todaytoday | | #66.5T tokGPT-6 Luna | #181.5T 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.
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