cd /news/large-language-models/deepseek-deepseek-v4-flash-0731-digi… · home topics large-language-models article
[ARTICLE · art-129699] src=trackllm.net ↗ pub= topic=large-language-models verified=true sentiment=· neutral

deepseek/deepseek-v4-flash-0731 @ digitalocean: B3IT change (TV 0.55)

OpenRouter's tracking page for the deepseek/deepseek-v4-flash-0731 endpoint on DigitalOcean reports a B3IT change with a total-variation level shift of 0.55, while the LT logprob probe failed because the endpoint returned no usable logprobs. The endpoint remains under active monitoring through its border inputs, and OpenRouter has recorded $0.14 in total tracking spend since 2026-08-08, including $0.12 over the last 30 days across 41,966 queries. No detected changes are listed in the page's change table.

read1 min views17 publishedSep 3, 2026

Tracking status #

LT

probe failed— This endpoint claims logprob support, but our probe could not obtain usable logprobs. (No logprobs returned) 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 2026-08-08 Total to date

$0.14

Last 30 days

$0.12

Queries

41,966

- B3IT (onboarding)$0.1391%
- B3IT (monitoring)$0.0129%
  • Vetting$0.000095<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.

── more in #large-language-models 4 stories · sorted by recency
── more on @deepseek 3 stories trending now
sponsored brought to you by zahid.host 4,200+ EU-deployed projects
reading about agents? ship yours in a single git push.

Run your AI side-project on zahid.host

EU-based hosting, git-push deploys, automatic HTTPS, no cold starts. Free tier with a custom domain — perfect for shipping the agent you just read about.

$git push zahid main
Live at https://your-agent.zahid.host
Get free account → Pricing
from €0/mo · no card required
LIVE [news/deepseek-deepseek-v4…] indexed:0 read:1min 2026-09-03 ·