chatopenHand-written lesson

DeepSeek

DeepSeek V4.1 Flash

deepseek/deepseek-v4.1-flash-1017

The October 17, 2026 snapshot of DeepSeek V4.1 Flash, a sparse mixture-of-experts model with open weights on Hugging Face. Built for volume when price per token decides.

RoleThe low-cost open-weight worker

$0.150

In / M

$0.600

Out / M

1.0M

Context

AA intelligence index
28.6
Inputs
text, image
Outputs
text
Tools
Listed
Structured output
Listed
Reasoning
Listed
Weights
Open · deepseek-ai/DeepSeek-V4.1-Flash-1017
Listed
Oct 17, 2026
Live from the OpenRouter listing ↗

01 · What it's good at

Use it for this.

Three jobs this model is built for, and the ones to give to something else.

01

Bulk jobs where price per token decides

02

Reproducible runs: a dated snapshot with published weights

03

Tool calling, including parallel tool calls on the listing

Skip it for

  • The hardest agent turns in your pipeline

02 · Example tasks

What you'd actually send it.

Real inputs, not a benchmark. Paste one into the snippet below to try it.

You send

Translate these 5,000 product titles to Spanish. Keep brand names and sizes unchanged.

Why this model

Volume work where cost per token adds up.

03 · Your stack

Where it sits: Do the volume.

Use it as the bulk worker or subagent when cost matters most, especially if you may self-host later.

04 · Wire it up

One request. Paste and run.

Uses OpenRouter, so one key works for every model on this site. Set OPENROUTER_API_KEY and swap the prompt for one of the tasks above.

// OpenRouter speaks the OpenAI Chat Completions format.
const res = await fetch("https://openrouter.ai/api/v1/chat/completions", {
  method: "POST",
  headers: {
    Authorization: `Bearer ${process.env.OPENROUTER_API_KEY}`,
    "Content-Type": "application/json",
  },
  body: JSON.stringify({
    "model": "deepseek/deepseek-v4.1-flash-1017",
    "messages": [
      {
        "role": "user",
        "content": "Translate to Spanish, keep brand names unchanged: Acme UltraGrip Gloves, Size L"
      }
    ],
    "reasoning": {
      "effort": "none"
    }
  }),
});
const data = await res.json();
console.log(data.choices[0].message.content);

05 · Watch out for

Gotchas.

  • Pin the dated id (-1017) when you need reproducible behavior. The undated V4.1 Flash listing is separate, with its own price.

  • Reasoning is on by default here; effort none turns it off.

Sources

Lessons are written from each model's listing and the linked docs. We don't publish our own benchmark numbers; the index above is Artificial Analysis, as shown on OpenRouter.

Keep learning

Same board, other models.