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[ARTICLE · art-160758] src=trackllm.net ↗ pub= topic=large-language-models verified=true sentiment=· neutral

deepseek/deepseek-v4.1-flash-1017 @ relace: B3IT change (TV 0.38)

OpenRouter's tracking page for the deepseek/deepseek-v4.1-flash-1017 endpoint at provider Relace reports a B3IT total-variation level shift of 0.38, with the endpoint under active monitoring through its border inputs. The endpoint returns no logprobs, so logprob (LT) tracking is impossible, and the detected-changes table lists no dated change events. OpenRouter recorded $0.036 in tracking spend since 2026-10-18 across 42,614 queries, split between B3IT onboarding ($0.03494), B3IT monitoring ($0.00206) and a one-off vetting probe ($0.000013).

read1 min views28 publishedOct 22, 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 2026-10-18 Total to date

$0.036

Last 30 days

$0.036

Queries

42,614

- B3IT (onboarding)$0.03494%
- B3IT (monitoring)$0.00206%
  • Vetting$0.000013<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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