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[ARTICLE · art-130107] src=trackllm.net ↗ pub= topic=ai-infrastructure verified=true sentiment=· neutral

deepseek/deepseek-v4-flash-0731 @ morph/bf16: B3IT change (TV 0.61)

Monitoring of the deepseek/deepseek-v4-flash-0731 endpoint at morph/bf16 was retired on 2026-09-14 after the B3IT border-input detector could not find enough border inputs, while the endpoint's logprob probe also failed to return usable logprobs despite the endpoint claiming logprob support. Tracking since 2026-08-12 cost $0.21 across 40,635 queries, with B3IT onboarding accounting for 0.2094% and B3IT monitoring 0.0126% of spend. No detected changes were recorded for the endpoint.

read1 min views24 publishedSep 12, 2026

Tracking status #

LT

probe failed— This endpoint claims logprob support, but our probe could not obtain usable logprobs. (No logprobs returned) B3IT

retired · no bis— Monitoring was retired: we could not find enough border inputs for this endpoint. (since 2026-09-14)

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 2026-08-12 Total to date

$0.21

Last 30 days

$0.21

Queries

40,635

- B3IT (onboarding)$0.2094%
- B3IT (monitoring)$0.0126%
  • Vetting$0.000060<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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