Best AI Model for Vision and Images (2026)
Ranked by Vision Arena, where people upload images, charts, screenshots and documents and vote on the better answer.
Best quality
Highest Vision Arena score. Shown as a 0 to 100 relative score.
Highest Vision Arena rating of the 21 models we price. $3.00 per 1M tokens blended.
Ranked 2 of 21, relative score 85. $4.00 per 1M tokens blended.
Ranked 3 of 21, relative score 82. $8.00 per 1M tokens blended.
Best value
Relative score divided by blended price. Only models at or above the median of the models we price qualify.
Relative score 74 for $1.50 per 1M tokens, 2x cheaper than Qwen3.8 Max.
Relative score 76 for $2.00 per 1M tokens, close to Qwen3.8 Max on price.
Relative score 100 for $3.00 per 1M tokens, close to Qwen3.8 Max on price.
About the 0 to 100 score: Relative score: 100 is the top model we price on Vision Arena, 0 is the 50th ranked model on the full leaderboard. Raw scores differ by leaderboard, so we rescale them.
Leaderboard used: Vision Arena.
Scores: LMArena Vision Arena, leaderboard published Oct 9, 2026, via the LMArena leaderboard dataset (CC BY 4.0). Prices: our API prices table. Checked Oct 16, 2026.
How we pick
Quality is the LMArena score for each task, built from blind side by side human votes. Where a model is listed at several effort levels we use its best one. Value divides the score above the 50th ranked model on that leaderboard by the blended price, (3 x input + output) / 4 per 1M tokens, and only counts models at or above the median score of the models we price. Local picks use the same Text Arena score and the Q4 download size. Close scores are often inside the margin of error, so treat ranks 1 to 3 as a shortlist, not a final verdict.
Other good references: SWE-bench for fixing real code issues, Aider leaderboards for code editing, and each provider's model card.
FAQ
Which AI model is best at reading images?
Qwen3.8 Max leads Vision Arena among the models we price. Gemini 3.8 Flash is the best value.
Does this cover image generation?
No. This page is about understanding images. Image generation has its own leaderboards.
Other tasks
Coding · Chat · Creative writing · Roleplay and characters · Reasoning and math · Long documents · Cheap bulk and agents · Local and private
Compare every price on API prices, or find what runs on your own hardware with the local model finder.