{"slug": "deepseek-deepseek-v4-1-flash-1017-relace-b3it-change-tv-0-38", "title": "deepseek/deepseek-v4.1-flash-1017 @ relace: B3IT change (TV 0.38)", "summary": "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).", "body_md": "## Tracking status\n\nLT\n\n**no logprobs**— This endpoint does not return logprobs, so logprob tracking is impossible.\nB3IT\n\n**monitoring**— This endpoint is actively monitored through its border inputs.\n## Drift from baseline\n\nBoth 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.\n\nHover a day on either lane, a change mark or an epoch line to read the data behind it.\n\n## Detected changes\n\n| Date | Method | Level shift | \n|---|---|---|\n\n## Spend\n\nwhat OpenRouter billed for tracking this endpoint. Spend recorded since 2026-10-18\nTotal to date\n\n$0.036\n\nLast 30 days\n\n$0.036\n\nQueries\n\n42,614\n\n- B3IT (onboarding)$0.03494%\n- B3IT (monitoring)$0.00206%\n- Vetting$0.000013<1%\n\n**Vetting** is the one-off probe that checks the endpoint's billed cost against its advertised price.\n\n**B3IT (onboarding)** is the initial border-input search;\n\n**B3IT (monitoring)** and\n\n**LT** are the recurring daily checks.", "url": "https://wpnews.pro/news/deepseek-deepseek-v4-1-flash-1017-relace-b3it-change-tv-0-38", "canonical_source": "https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4.1-flash-101723relace.html", "published_at": "2026-10-22 23:46:31+00:00", "updated_at": "2026-11-01 01:51:42.425578+00:00", "lang": "en", "topics": ["large-language-models", "ai-infrastructure"], "entities": ["OpenRouter", "DeepSeek", "deepseek/deepseek-v4.1-flash-1017", "Relace", "B3IT"], "also_reported_by": [{"url": "https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4-flash-073123baseten2ffp32.html", "source": "trackllm.net", "title": "deepseek/deepseek-v4-flash-0731 @ baseten/fp32: B3IT change (TV 0.39)", "published_at": "2026-10-21T23:48:15+00:00"}, {"url": "https://www.trackllm.net/endpoints/deepseek2fdeepseek-v4.1-flash23fireworks2fspot.html", "source": "trackllm.net", "title": "deepseek/deepseek-v4.1-flash @ fireworks/spot: B3IT change (TV 0.26)", "published_at": "2026-10-29T00:31:35+00:00"}], "alternates": {"html": "https://wpnews.pro/news/deepseek-deepseek-v4-1-flash-1017-relace-b3it-change-tv-0-38", "markdown": "https://wpnews.pro/news/deepseek-deepseek-v4-1-flash-1017-relace-b3it-change-tv-0-38.md", "text": "https://wpnews.pro/news/deepseek-deepseek-v4-1-flash-1017-relace-b3it-change-tv-0-38.txt", "jsonld": "https://wpnews.pro/news/deepseek-deepseek-v4-1-flash-1017-relace-b3it-change-tv-0-38.jsonld"}}