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DeepSeek-V4.1-Flash-1017 tops GPT-6 Astra on coding, at low cost

DeepSeek-V4.1-Flash-1017 tops GPT-6 Astra on coding, at low cost

3 Key Points

  1. What happened

    DeepSeek published DeepSeek-V4.1-Flash-1017 on October 17, 2026 as a free, MIT-licensed open model that scored above GPT-6.1 Sol, GPT-6 Astra and Claude Fable 5 on the DeepSWE v1.1 coding benchmark at very low average task cost.

  2. Why it matters

    A freely downloadable model matching the top scorers' results at much lower cost gives developers an open alternative for AI coding agents, though whether it holds up across real-world use is not established.

WHO IT HITSIndependent developers and engineering teams building AI coding agents (software that writes and edits code on its own) can now download and run a top-scoring model free under the MIT License, or use it via API, instead of paying for closed models.

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Context & Analysis

DeepSeek-V4.1-Flash-1017 is positioned as an update to DeepSeek-V4.1-Flash, with the company claiming both higher processing accuracy and faster task completion. The framing matters because the model's case rests on a combination: a coding-agent benchmark, DeepSWE v1.1, charts average cost per task against score, and DeepSeek-V4.1-Flash-1017 sits above rival models while staying very cheap. It also led several tests against DeepSeek-V4.1-Flash, Kimi K3, GLM-5.3, GPT-5.6 Sol and Claude Opus 5.

The price structure splits peak and off-peak hours. Peak hours are 01:00–04:00 and 06:00–10:00 UTC, Monday through Friday, and off-peak rates are half price, which gives cost-sensitive teams a reason to schedule work outside those windows.

Availability shapes who can actually use it. At 763 billion parameters, running it on a personal PC is difficult, so practical use means the official API or a third-party API; Ollama and LM Studio have already started hosting it on US servers, which may make it easier for developers to try without managing the model themselves.

FAQ
How much does the API cost?
During peak hours, DeepSeek charges $0.3 per 1 million input tokens and $1.2 per 1 million output tokens. Off-peak pricing is half that.
Can I run it on my own computer?
The model has 763 billion parameters, making it difficult to run on a personal PC. Realistic-speed use requires the official API or a third-party API.
Where can I download it?
It is available on Hugging Face and ModelScope under the MIT License.

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