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Vision · Oct 13, 2026
Who is SOTA in Vision?
GPT-6 Astra & GPT-5.6 Sol & Muse Spark 1.3 & Gemini 3.7 Flash & GPT-6 Luna

Image and document understanding. GDP.pdf is the contamination-resistant primary when the vision arena is too tight to separate a leader. As of Oct 13, 2026, GPT-6 Astra & GPT-5.6 Sol & Muse Spark 1.3 & Gemini 3.7 Flash & GPT-6 Luna holds Vision. On the cost-quality frontier for Vision:…

OverallOpen weights≤ 32BBest per $
Standings · pareto

The board

History →
#ModelStateConfidenceWhy
1OGPT-6 Astra
OpenAI		ParetomediumOn the cost-quality frontier for Vision: nothing scores better for less than $20.00 per 1M blended tokens.
2OGPT-5.6 Sol
OpenAI		ParetomediumOn the cost-quality frontier for Vision: nothing scores better for less than $4.00 per 1M blended tokens.
3AClaude Opus 5.5
Anthropic		Not SOTA · #3mediumNot on the Vision cost-quality frontier.
4AClaude Fable 5
Anthropic		Near-SOTAmediumNot on the Vision cost-quality frontier.
5AClaude Fable 5.1
Anthropic		Near-SOTAmediumNot on the Vision cost-quality frontier.
6MMuse Spark 1.3
Meta		ParetomediumOn the cost-quality frontier for Vision: nothing scores better for less than $2.00 per 1M blended tokens.
7OGPT-6 Sol
OpenAI		Not SOTA · #7mediumNot on the Vision cost-quality frontier.
8OGPT-5.5
OpenAI		Not SOTA · #8mediumNot on the Vision cost-quality frontier.
9OGPT-5.6 Terra
OpenAI		Not SOTA · #9mediumNot on the Vision cost-quality frontier.
10AClaude Opus 4.8
Anthropic		Not SOTA · #10mediumNot on the Vision cost-quality frontier.
10AClaude Opus 5
Anthropic		Not SOTA · #10mediumNot on the Vision cost-quality frontier.
12GGemini 3.7 Flash
Google DeepMind		ParetomediumOn the cost-quality frontier for Vision: nothing scores better for less than $1.50 per 1M blended tokens.
13GGemini 3.8 Flash
Google DeepMind		Not SOTA · #13mediumNot on the Vision cost-quality frontier.
15OGPT-6 Luna
OpenAI		ParetomediumOn the cost-quality frontier for Vision: nothing scores better for less than $0.20 per 1M blended tokens.
16xGrok 4.7
xAI		Not SOTA · #16mediumNot on the Vision cost-quality frontier.
Pareto

Quality against blended price

GPT-6 AstraGPT-5.6 SolClaude Opus 5.5Claude Fable 5Claude Fable 5.1Muse Spark 1.3GPT-6 SolGPT-5.5GPT-5.6 TerraClaude Opus 4.8Claude Opus 5Gemini 3.7 Flash
Evidence recipe

What can move this crown