Model comparison

GPT-4.1 Mini vs Qwen3.8 Max

Pricing, context window and real answers (September 2026)

GPT-4.1 Mini (OpenAI) and Qwen3.8 Max (Qwen), compared as you can actually call them on FastMetal. Both are served from the same OpenAI-compatible endpoint and API key; switching is a change to the model string.

Specs and pricing

openai logoGPT-4.1 Miniqwen logoQwen3.8 Max
ProviderOpenAIQwen
Input (per 1M tokens)¥71.48¥357.4
Output (per 1M tokens)¥285.92¥1,072.2
Typical cost (1,000 in + 500 out tokens × 1,000 calls)¥214¥894
Context window1,047,576 tokens1,000,000 tokens
Release date4/14/20258/3/2026
Input modalitiesimage, text, filetext, image
Throughput (p50)
Arena · overall#172 · ELO 1,383#22 · ELO 1,481
Arena · Japanese#135 · ELO 1,330#18 · ELO 1,469
Arena · coding#164 · ELO 1,433#24 · ELO 1,522

Prices are FastMetal's yen rates before tax. Arena ranks are as of the latest leaderboard scrape.

Which should you pick?

  • On price, GPT-4.1 Mini: ¥285.92 per 1M output tokens, 73% less than Qwen3.8 Max.
  • On the Overall arena board, Qwen3.8 Max ranks higher (#22; GPT-4.1 Mini is #172).
  • On the Japanese arena board, Qwen3.8 Max ranks higher (#18; GPT-4.1 Mini is #135).
  • On the Coding arena board, Qwen3.8 Max ranks higher (#24; GPT-4.1 Mini is #164).
  • For long documents, GPT-4.1 Mini: a 1,047,576-token context window against 1,000,000 for Qwen3.8 Max.
  • If in doubt, try both on the same key. Switching is a change to the model string, and each is billed at its own rate.

Real answers to the same prompts

Exactly what the FastMetal gateway returned, side by side. Not benchmark scores: actual output.

Count the number of 'r's in 'strawberry'

Count the number of 'r's in 'strawberry'. Explain your reasoning step by step.

GPT-4.1 Mini

Let's count the number of 'r's in the word "strawberry" step by step: 1. Write down the word: s t r a w b e r r y 2. Look at each letter and check if it is 'r': - s → not 'r' - t → not 'r' - r → yes, 1st 'r' - a → not 'r' - w → not 'r' - b → not 'r' - e → not 'r' - r → yes, 2nd 'r' - r → yes, 3rd 'r' - y → not 'r' 3. Total number of 'r's found: 3 **Answer:** There are 3 'r's in the word "strawberry".
2.0s176 output tokens

Qwen3.8 Max

The word **strawberry** is spelled: **s t r a w b e r r y** Now count the letter **r**: 1. s 2. t 3. **r** ← first r 4. a 5. w 6. b 7. e 8. **r** ← second r 9. **r** ← third r 10. y There are **3** letters **r** in **strawberry**.
3.5s156 output tokens

Debug This Error

I'm getting the following error in my Node.js application: TypeError: Cannot read properties of undefined (reading 'map') at UserList (/app/components/UserList.js:12:25) at renderWithHooks (/app/node_modules/rea…

GPT-4.1 Mini

The error **"TypeError: Cannot read properties of undefined (reading 'map')"** means that the `users` prop passed to your `UserList` component is `undefined` at the time the component tries to render, so calling `.map()` on it throws an error. ### What's causing the error? - Your component expects `users` to be an array, but for some reason it is `undefined` when the component renders. - This could happen if: - The parent component that passes the `users` prop did not pass it or passed `undefined`. - The data is being fetched asynchronously and hasn't arrived yet. - The default prop is missing or no default fallback is handled. ### How to fix it? You want to ensure `users` is alway…
8.1s465 output tokens

Qwen3.8 Max

The error means `users` is `undefined` when `UserList` tries to render: ```js {users.map(user => ...)} ``` JavaScript cannot call `.map()` on `undefined`, so React throws: ```text Cannot read properties of undefined (reading 'map') ``` ## Most likely cause The parent component is rendering `UserList` without passing a valid `users` array, or it is passing `users` before the data has loaded. For example: ```jsx <UserList /> ``` or: ```jsx <UserList users={undefined} /> ``` or: ```jsx const [users, setUsers] = useState(); // undefined initially ``` Then later: ```jsx <UserList users={users} /> ``` On the first render, `users` is still `undefined`. --- ## Fix 1: Give `users` a d…
17.7s1020 output tokens

Professional Email

Write a professional email to a client explaining that the project delivery will be delayed by two weeks due to unexpected technical challenges discovered during integration testing. The tone should be apologetic but con…

GPT-4.1 Mini

Subject: Update on Project Delivery Timeline Dear [Client's Name], I hope this message finds you well. I am writing to inform you about a recent development concerning the timeline of your project. During our integration testing phase, we encountered some unexpected technical challenges that require additional attention to ensure the final deliverable meets the highest standards of quality and performance. As a result, the project delivery will be delayed by approximately two weeks. We sincerely apologize for any inconvenience this may cause and want to assure you that we are fully committed to resolving these issues promptly. To mitigate the delay, we have taken the following steps: -…
2.6s258 output tokens

Qwen3.8 Max

Subject: Revised Project Delivery Timeline – Updated Schedule and Next Steps Dear [Client Name], I hope this message finds you well. I am writing to provide an update on the current status of the project and to inform you that, during our recent integration testing phase, we encountered several unexpected technical challenges that will impact the original delivery timeline. After careful review with the technical team, we now anticipate the revised delivery date will be [insert date – two weeks from original delivery date]. Please accept my sincere apologies for this delay. We understand the importance of this project and the expectations tied to the original schedule. While this situati…
11.9s547 output tokens

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Frequently asked questions

Which is cheaper, GPT-4.1 Mini or Qwen3.8 Max?
Per 1M output tokens, GPT-4.1 Mini is ¥285.92 and Qwen3.8 Max is ¥1,072.2 on FastMetal (yen, before tax), so GPT-4.1 Mini is cheaper.
How do the context windows of GPT-4.1 Mini and Qwen3.8 Max compare?
GPT-4.1 Mini takes 1,047,576 tokens; Qwen3.8 Max takes 1,000,000.
Which ranks higher, GPT-4.1 Mini or Qwen3.8 Max?
Qwen3.8 Max ranks higher on the public arena (GPT-4.1 Mini #135, Qwen3.8 Max #18). Ranks move as the leaderboard updates.
Can I use GPT-4.1 Mini and Qwen3.8 Max with the same API key?
Yes. On FastMetal's OpenAI-compatible endpoint, switch by passing "gpt-4.1-mini" or "qwen3.8-max" as the model. Each is billed at its own rate from the same prepaid balance.

Try both on one API key

Create an account and add credit to call GPT-4.1 Mini and Qwen3.8 Max from the browser chat and the API. No monthly fee.

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