# deepseek/deepseek-v4-flash-0731 @ ambient/fp4: B3IT change (TV 0.48)

> Source: <https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4-flash-073123ambient2ffp4.html>
> Published: 2026-08-28 05:01:37+00:00

## Tracking status

LT

**pending**— This endpoint has not been evaluated for tracking yet.
B3IT

**retired · stalled**— Monitoring was retired: the endpoint stopped yielding usable samples. (since 2026-09-10)
## Drift from baseline

Both signals measure how far this endpoint's behavior has moved from its **reference period**. LT tracks the average change in the returned tokens' log-probabilities (nats); B3IT tracks the total-variation distance of the border-input votes (0–1). Both should ideally be as close to 0 as possible. Dashed lines mark published changes, labeled with the **level shift** across them: for LT the mean drift over the 7 days after minus the 7 days before; for B3IT the total-variation shift its detector measured.

Hover a day on either lane, a change mark or an epoch line to read the data behind it.

## Detected changes

| Date | Method | Level shift | 
|---|---|---|

## Spend

what OpenRouter billed for tracking this endpoint. Spend recorded since 2026-08-04
Total to date

$0.25

Last 30 days

$0.23

Queries

46,932

- B3IT (onboarding)$0.2391%
- B3IT (monitoring)$0.0229%
- Vetting$0.000064<1%

**Vetting** is the one-off probe that checks the endpoint's billed cost against its advertised price.

**B3IT (onboarding)** is the initial border-input search;

**B3IT (monitoring)** and

**LT** are the recurring daily checks.