# deepseek/deepseek-v4-flash-vision-exp @ deepseek

- **TrackLLM** — machine-readable twin of [endpoints/deepseek2fdeepseek-v4-flash-vision-exp23deepseek.html](https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4-flash-vision-exp23deepseek.html). Every page on the site has a `.md` sibling at the same path; links below point at those.
- **Atom feed** of this page's detected changes: [feeds/endpoints/deepseek2fdeepseek-v4-flash-vision-exp23deepseek.xml](https://www.trackllm.net/feeds/endpoints/deepseek2fdeepseek-v4-flash-vision-exp23deepseek.xml)
- **JSON** this page is rendered from: [data/models/deepseek2fdeepseek-v4-flash-vision-exp.json](https://www.trackllm.net/data/models/deepseek2fdeepseek-v4-flash-vision-exp.json) (model JSON)
- **Raw data** (every collected response): https://github.com/timothee-chauvin/trackllm_data · Built 2026-09-09 09:47 UTC

[Home](https://www.trackllm.net/index.md) / [deepseek](https://www.trackllm.net/orgs/deepseek.md) / [deepseek-v4-flash-vision-exp](https://www.trackllm.net/models/deepseek2fdeepseek-v4-flash-vision-exp.md) / @ deepseek

Model: [deepseek/deepseek-v4-flash-vision-exp](https://www.trackllm.net/models/deepseek2fdeepseek-v4-flash-vision-exp.md) · Served by: [DeepSeek](https://www.trackllm.net/providers/deepseek.md) · Organization: [deepseek](https://www.trackllm.net/orgs/deepseek.md) · Methods: none (errors_out)

deepseek-v4-flash-vision-exp is served by 1 provider (see the model page).
deepseek serves 7 models (see the provider page).

## Tracking status

- **LT** — probe failed: This endpoint claims logprob support, but our probe could not obtain usable logprobs. (HTTP 404: 0 endpoints out of 1 requested are available matching your guardrail restrictions and data policy. We removed them for…)
- **B3IT** — unprobeable · flaky: Our vetting probes of this endpoint persistently fail. (HTTP 404: the provider returned an error)

## Endpoint details

From the OpenRouter catalog snapshot.

| Field | Value |
| --- | --- |
| Pricing (per Mtok) | $0.22 in · $0.66 out |
| Listed since | 2026-08-21 |
| Claims temperature | yes |
| Claims logprobs | yes |


## Methods

- **LT — logprob tracking.** Primary signal where the provider returns logprobs. The drift is the mean absolute change in the returned tokens' log-probabilities versus the reference period (nats). A detected changepoint is published once the level shift across it — mean drift over the 7 days after minus the 7 days before — reaches 0.1 nats; that shift is the magnitude shown.
- **B3IT — border inputs.** Black-box fallback for endpoints that hide logprobs. Tracks how far the top-token votes on a ranked set of near-tie prompts have moved from the reference distribution (total variation, 0–1).

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Data collected via the OpenRouter API. [Home](https://www.trackllm.net/index.md) · [Changes](https://www.trackllm.net/changes.md) · [Providers](https://www.trackllm.net/providers.md) · [Endpoints](https://www.trackllm.net/endpoints.md) · [Methodology](https://www.trackllm.net/methodology.md) · [About](https://www.trackllm.net/about.md) · [GitHub](https://www.trackllm.net/github.md)