Model comparison

Claude Opus 4.6 vs Qwen3.8 Max

Pricing, context window and real answers (August 2026)

Claude Opus 4.6 (Anthropic) 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

anthropic logoClaude Opus 4.6qwen logoQwen3.8 Max
ProviderAnthropicQwen
Input (per 1M tokens)¥850¥357.4
Output (per 1M tokens)¥4,200¥1,072.2
Typical cost (1,000 in + 500 out tokens × 1,000 calls)¥2,950¥894
Context window1,000,000 tokens1,000,000 tokens
Release date2/4/20268/3/2026
Input modalitiestext, imagetext, image
Arena · overall#5 · ELO 1,497#20 · ELO 1,479
Arena · Japanese#16 · ELO 1,482#14 · ELO 1,485
Arena · coding#5 · ELO 1,546#26 · ELO 1,520

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

Which should you pick?

  • On price, Qwen3.8 Max: ¥1,072.2 per 1M output tokens, 74% less than Claude Opus 4.6.
  • On the Overall arena board, Claude Opus 4.6 ranks higher (#5; Qwen3.8 Max is #20).
  • On the Japanese arena board, Qwen3.8 Max ranks higher (#14; Claude Opus 4.6 is #16).
  • On the Coding arena board, Claude Opus 4.6 ranks higher (#5; Qwen3.8 Max is #26).
  • 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.

Claude Opus 4.6

I need to count the number of 'r's in the word 'strawberry'. Let me go through it letter by letter. **s** - not an r **t** - not an r **r** - this is an r ✓ (count: 1) **a** - not an r **w** - not an r **b** - not an r **e** - not an r **r** - this is an r ✓ (count: 2) **r** - this is an r ✓ (count: 3) **y** - not an r There are **3** r's in 'strawberry'.
3.2s158 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…

Claude Opus 4.6

# Understanding the Error The error `Cannot read properties of undefined (reading 'map')` means that **`users` is `undefined`** when the component renders. You're trying to call `.map()` on a value that doesn't exist yet. This typically happens when: - The parent component doesn't pass the `users` prop - The data is being fetched asynchronously and hasn't loaded yet - The prop name is misspelled ## Solutions ### 1. Add a Default Parameter Value (Simplest Fix) ```javascript function UserList({ users = [] }) { return ( <ul> {users.map(user => <li key={user.id}>{user.name}</li>)} </ul> ); } ``` ### 2. Add a Guard with Optional Chaining ```javascript function UserList({…
10.5s599 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…

Claude Opus 4.6

Subject: Revised Project Delivery Timeline – [Project Name] Dear [Client Name], I hope this message finds you well. I'm writing to provide you with an important update regarding the delivery timeline for [Project Name]. **Current Situation** During our integration testing phase, our engineering team identified several unexpected technical challenges related to [brief description, e.g., "data migration compatibility and API synchronization between the legacy system and the new platform"]. After a thorough assessment, we have determined that resolving these issues properly will require an additional two weeks beyond our original delivery date. I sincerely apologize for this delay. I under…
12.8s578 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, Claude Opus 4.6 or Qwen3.8 Max?
Per 1M output tokens, Claude Opus 4.6 is ¥4,200 and Qwen3.8 Max is ¥1,072.2 on FastMetal (yen, before tax), so Qwen3.8 Max is cheaper.
How do the context windows of Claude Opus 4.6 and Qwen3.8 Max compare?
Claude Opus 4.6 takes 1,000,000 tokens; Qwen3.8 Max takes 1,000,000.
Which ranks higher, Claude Opus 4.6 or Qwen3.8 Max?
Qwen3.8 Max ranks higher on the public arena (Claude Opus 4.6 #16, Qwen3.8 Max #14). Ranks move as the leaderboard updates.
Can I use Claude Opus 4.6 and Qwen3.8 Max with the same API key?
Yes. On FastMetal's OpenAI-compatible endpoint, switch by passing "anthropic-claude-opus-4-6" 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 Claude Opus 4.6 and Qwen3.8 Max from the browser chat and the API. No monthly fee.

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