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[ARTICLE · art-152150] src=trackllm.net ↗ pub= topic=large-language-models verified=true sentiment=· neutral

deepseek/deepseek-v4-flash-0731 @ open-inference/fp4: B3IT change (TV 0.41)

OpenRouter's tracking page for the deepseek/deepseek-v4-flash-0731 endpoint on open-inference/fp4 reports a B3IT change with a total-variation distance of 0.41, while logprob tracking is unavailable because the endpoint does not return logprobs. The endpoint is under active B3IT monitoring through its border inputs, and the detected-changes table lists no dated level shifts. OpenRouter has billed $0.038 for tracking the endpoint since 2026-08-13, including $0.025 over the last 30 days across 67,689 queries, with B3IT onboarding accounting for $0.0359 and B3IT monitoring $0.0031.

read1 min views2 publishedOct 10, 2026

Tracking status #

LT

no logprobs— This endpoint does not return logprobs, so logprob tracking is impossible. B3IT

monitoring— This endpoint is actively monitored through its border inputs.

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 2026-08-13 Total to date

$0.038

Last 30 days

$0.025

Queries

67,689

- B3IT (onboarding)$0.03592%
- B3IT (monitoring)$0.00318%
  • Vetting$0.000022<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.

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