DeepSeek Vision
Vision is not a separate model ID. It is V4 Pro’s image path: image → vision primitives → spatial reasoning — charts, UI shots, scans — without burning a huge token budget.
What the model can see, rate limits and pricing follow the official API and model card.
What Vision actually is
V4 Pro turns an image into vision primitives — compact spatial tokens about layout, regions and structure — then reasons over them. That is why a dashboard screenshot can become “column B is down 12%” instead of a wall of OCR text. You still call deepseek-v4-pro; there is no deepseek-vision ID. Flash only exposes a basic vision lane, not this full path.
It is a capability on the model, not a chat product. The DeepSeek web app is still the fastest way to drop a screenshot and ask a question. Production apps send image + prompt through https://api.deepseek.com/v1 with deepseek-v4-pro. Image URL vs base64 support, max resolution and daily caps live in the official API docs and model card — check those before you ship.
When to use Vision
Reach for Pro + Vision when the pixels matter, not just the words:
- Read a chart, dashboard or table screenshot instead of retyping numbers.
- Map a UI mock, error dialog or bug screenshot into reproduction steps.
- Scanned pages where layout (columns, headers, footnotes) matters as much as text.
- Compare a wireframe to a live build screenshot for gap analysis.
- Mixed slides or infographics where text and spatial relationships sit together.
What Vision is not
Do not put it in the same bucket as models, OCR tools or Flash:
- Not a separate model. There is no deepseek-vision billing line — you pay Pro tokens on deepseek-v4-pro.
- Not a certified OCR or document-archive pipeline. Treat output as assistant-grade, not legal evidence.
- Not V4 Flash at full strength. Flash is text-first with only basic vision.
- Not guaranteed pixel-perfect on every scan. Blur, skew and handwriting still fail.
At a glance
- Model ID
- deepseek-v4-pro (no vision-only ID)
- Pipeline
- Image → vision primitives → spatial reasoning
- Flash vision
- Basic only
- Token cost
- Described as low on the Features page
- Best for
- Charts, UI shots, scans with layout
- Endpoint
- https://api.deepseek.com/v1
How to try it
Start in the browser, then wire the same job to the API:
- Web app: open the DeepSeek chat UI, paste or upload a screenshot, ask one concrete question (“What trend in Q3?” not “describe this”).
- API: POST to https://api.deepseek.com/v1 with model deepseek-v4-pro and your image + prompt in the format the live docs show.
- Before production: read the model card for supported MIME types, size limits and rate limits.
- Volume workloads belong on the API with your own key — not on scraping the web UI.
Vision vs Flash vs web vs API
Same V4 family, different eyes and entry points:
| Layer | Role | When to open this page |
|---|---|---|
| Vision / V4 Pro | Full image path via vision primitives | Charts, UI shots, scans, layout reasoning |
| V4 Flash | Text-first; basic vision only | Simple image questions, high-volume chat |
| Web app | Easiest screenshot try-before-code path | You have not written API integration yet |
| DeepSeek API | Production endpoint; deepseek-v4-pro | You are shipping a product or agent |
| Features page | Pro vs Flash matrix including vision rows | You want side-by-side capability numbers |
Boundaries and traps
- Calling deepseek-v4-flash for a dense chart and wondering why numbers are wrong — that is a Pro job.
- Searching billing for a “Vision SKU”. You are still on Pro tokens; primitives are how Pro reads the image.
- Uploading huge screenshots without resizing to what the API accepts — failures look like “the model is blind”.
- Treating web-app latency or file-size limits as your production SLA. Measure on the API with your key.
- Expecting Flash to gain Pro vision after an agent tool rename — check the model ID the endpoint actually sends.
Related guides
FAQ
Is Vision a new DeepSeek model?
No. There is no deepseek-vision model ID. Vision is how V4 Pro reads images through vision primitives. You still call deepseek-v4-pro on https://api.deepseek.com/v1. Flash keeps a separate, basic vision lane.
Can V4 Flash do Vision?
Only at a basic level — fine for a simple “what is in this photo?” prompt. Serious charts, UI screenshots and scan layout work belong on Pro. If pixels drive the answer, pick deepseek-v4-pro.
What model ID do I pass in the API?
deepseek-v4-pro. Vision is not its own string in the model field. Attach the image (or URL, if the live docs allow) plus your text prompt in the same chat/completions request shape the official examples use.
Why does the site say vision primitives save tokens?
The Features page describes primitives as a compact spatial representation instead of dumping raw pixels into context. That keeps chart and UI jobs cheaper than naive “OCR everything” approaches. Exact pricing still follows the official price page and your usage.
What is the fastest way to try a screenshot?
Use the DeepSeek web app: upload or paste the image and ask one focused question. Once the prompt works, copy the same intent into an API call with deepseek-v4-pro for your product.
What can the model see? Any rate limits?
Supported formats, max resolution, daily caps and content policy are defined in the official API documentation and V4 Pro model card — not on this page. Read those before you depend on a pipeline in production.
Where are worked examples on this site?
Start with the blog posts vision-mode-practical-guide, vision-mode-real-world-cases and vision-mode-deepdive. The Features page has the Pro vs Flash matrix and the vision-primitives section for side-by-side context.