How Many Images Can AI Analyze With 1 Million Tokens?
An AI vision model can analyze approximately 1,000 detailed images with one million tokens, at roughly 800–1,600 tokens per image.
Why this matters
Vision-capable AI models charge per image in tokens, so knowing the cost per photo or screenshot is critical for teams building document processing, quality assurance, or content moderation pipelines at scale.
1 tile = 1 image
The answer
≈ 1,000 images
detailed images analyzed
The math
Basis assumption
~1,000 tokens per image
Calculation
Vision models spend roughly 800–1,600 tokens to read one detailed image, so a million tokens lets a model look at about a thousand photos or screenshots.
Result
1,000,000 tokens = 1,000 detailed images analyzed
Real-world references
To put this in perspective, here are some well-known examples for comparison.