Tuesday, October 27, 2026 · Edition updated 6:00 AM ETTUE, OCT 27 editionNext edition in Next in --:--:--
Intelligence Verdict
AI models · DeepSeek

DeepSeek-V4.1-Flash-1017

“Stronger benchmark performance, faster task completion, and shorter outputs than the previous version.” DeepSeek, in its own words

  • $0.30 / $1.20per million tokens in / out, the maker's price
  • 1Mtokens it reads at once
  • 3of 21 independent tests that place it near the top
The facts

DeepSeek-V4.1-Flash-1017 at a glance.

From DeepSeek's own pages, read Oct 20, 2026, so company-reported. A token is a word or part of a word. Prices can change; check the maker's page before you build on them.

Made by
DeepSeekBased in China
What it is for
“Stronger benchmark performance, faster task completion, and shorter outputs than the previous version.”DeepSeek API docs news: 'DeepSeek-V4.1-Flash-1017: Wish-Driven Programming Made Real', Oct 17, 2026 · in DeepSeek's words
Reads at once
1M tokensIts context window: how much text it can take in one go
Takes in
text, image
Download
Yes, open weightsLicense: MIT
Size
552B backbone parameters parameters, 8B per token during prefill, 16B during decode activeHugging Face model card deepseek-ai/DeepSeek-V4.1-Flash, Oct 20, 2026
Price for developers

$0.30per million tokens in$1.20per million tokens out

Peak-hours price

API name deepseek-flash. Peak prices shown (input = cache miss). Off-peak rates are half: $0.15 in / $0.60 out. Cache-hit input $0.006 peak / $0.003 off-peak. Peak hours 01:00-04:00 and 06:00-10:00 UTC, Monday-Friday, excluding Chinese public holidays.

DeepSeek API docs: Models & Pricing, Oct 20, 2026 · company-reported

Independent tests

Where it ranks.

Its position on each of the 21 tests the models page uses, by testers other than the maker. Epoch AI's and Vectara's scores are shown under their open licenses; for LMArena, Scale and Vals we give the position and link to their own leaderboard. Each list is a snapshot with its date.

All-round
TestRankScore
Epoch Capabilities IndexEpoch AI, Oct 20, 2026Not in the top 30
Vals IndexVals AI, Oct 19, 2026#8On Vals AI
Coding
TestRankScore
LMArena WebDevLMArena, Oct 19, 2026Not in the top 20
SWE-Bench ProScale AI, Sep 22, 2026Not in the top 16
Vibe Code BenchVals AI, Oct 18, 2026#11On Vals AI
LMArena coding chatsLMArena, Oct 15, 2026Not in the top 20
Writing and conversation
TestRankScore
LMArena textLMArena, Oct 15, 2026Not in the top 20
LMArena creative writingLMArena, Oct 15, 2026Not in the top 20
MultiChallengeScale AI, Feb 3, 2026Not in the top 15
Agents and computer use
TestRankScore
LMArena Agent ArenaLMArena, Oct 19, 2026Not in the top 20
Remote Labor IndexScale AINot in the top 16
Terminal-Bench 4.0Vals AI, Oct 19, 2026#17On Vals AI
CUA-bench (games)Vals AI, Oct 13, 2026Not in the top 9
Math and science
TestRankScore
LMArena mathLMArena, Oct 15, 2026Not in the top 20
Humanity's Last ExamScale AINot in the top 17
ProofBenchVals AI, Oct 12, 2026Not in the top 20
Images and documents
TestRankScore
LMArena visionLMArena, Oct 19, 2026Not in the top 20
LMArena documentsLMArena, Sep 13, 2026Not in the top 20
More exam questions
TestRankScore
GPQA DiamondVals AI, Sep 1, 2026Not in the top 20
MMMU ProVals AI, Sep 1, 2026Not in the top 20
Sticking to the facts
TestRankScore
Vectara hallucination testVectara, Oct 16, 2026Not in our copy of the list

“Not in the top” means it isn't among the models in our copy of that list, which runs to the position shown; it may not have been tested. Vectara's test ranks by how rarely a model adds facts, so lower is better. Positions can be shared when scores tie. Epoch's range is its margin of uncertainty. Epoch AI and Vectara data: CC BY 4.0 and Apache-2.0.

Our note: Max output 384K; pricing page marks Vision 'Supported'. Weights URL is the one linked from DeepSeek's 2026-10-17 release note. Parameter counts and MIT license are from the earlier DeepSeek-V4.1-Flash card (repo created 2026-09-10); the 1017 card itself was not read, and the release note names no license. The 1017 release note says the model targets agentic coding and whole-project building.