deepseek/deepseek-v4.1-flash-1017

Served by near-ai
pending

deepseek-v4.1-flash-1017 is served by 23 providers.

near-ai serves 3 models.

Tracking status

LTpending — This endpoint has not been evaluated for tracking yet.
B3ITbad temperature — This API rejects or ignores the temperature parameter, so T=0 sampling is impossible — presumably to prevent distillation.

Endpoint details

from the OpenRouter catalog snapshot
Pricing (per Mtok)
$0.30 in · $1.20 out
Listed since
2026-10-17
Claims temperature
no
Claims logprobs
yes

Spend

what OpenRouter billed for tracking this endpoint. Spend recorded since 2026-11-01
Total to date
$0.0000054
Last 30 days
$0.0000054
Queries
2
  • LT$0.0000054100%
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.

Timothée Chauvin, Erwan Le Merrer, François Taïani, Gilles Tredan (2026), "Log Probability Tracking of LLM APIs". ICLR 2026. https://arxiv.org/abs/2512.03816

Timothée Chauvin, Clément Lalanne, Erwan Le Merrer, Jean-Michel Loubes, François Taïani, Gilles Tredan (2026), "Token-Efficient Change Detection in LLM APIs". ICML 2026. https://arxiv.org/abs/2602.11083

@inproceedings{
chauvin2026log,
title={Log Probability Tracking of {LLM} {API}s},
author={Timothee Chauvin and Erwan Le Merrer and Francois Taiani and Gilles Tredan},
booktitle={The Fourteenth International Conference on Learning Representations},
year={2026},
url={https://openreview.net/forum?id=hFxivbAgVP}
}

@inproceedings{
chauvin2026tokenefficient,
title={Token-Efficient Change Detection in {LLM} {API}s},
author={Timothee Chauvin and Cl{\'e}ment Lalanne and Erwan Le Merrer and Jean-Michel Loubes and Francois Taiani and Gilles Tredan},
booktitle={Forty-third International Conference on Machine Learning},
year={2026},
url={https://openreview.net/forum?id=7cMlZZYZT0}
}