Model comparison

Claude Sonnet 5.5 vs Qwen3.8 2.4T A95B

Pricing, context window and real answers (September 2026)

Claude Sonnet 5.5 (Anthropic) and Qwen3.8 2.4T A95B (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 Sonnet 5.5qwen logoQwen3.8 2.4T A95B
ProviderAnthropicQwen
Input (per 1M tokens)¥357.4¥351.83
Output (per 1M tokens)¥1,787¥1,055.5
Typical cost (1,000 in + 500 out tokens × 1,000 calls)¥1,251¥880
Context window1,000,000 tokens1,048,576 tokens
Release date9/28/20268/12/2026
Input modalitiestext, image, filetext
Throughput (p50)—244 tokens/s (n=15)
Arena · overallUnrankedUnranked
Arena · JapaneseUnrankedUnranked
Arena · codingUnrankedUnranked

Prices are FastMetal's yen rates before tax.

Rankings: LMArena leaderboard dataset (lmarena-ai/leaderboard-dataset), CC BY 4.0, snapshot 2026-09-25; category names mapped and ratings rounded by FastMetal.

Which should you pick?

  • On price, Qwen3.8 2.4T A95B: ¥1,055.5 per 1M output tokens, 41% less than Claude Sonnet 5.5.
  • For long documents, Qwen3.8 2.4T A95B: a 1,048,576-token context window against 1,000,000 for Claude Sonnet 5.5.
  • 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 Sonnet 5.5

Let me go through the word letter by letter. **strawberry** | Position | Letter | |---|---| | 1 | s | | 2 | t | | 3 | **r** ← 1st | | 4 | a | | 5 | w | | 6 | b | | 7 | e | | 8 | **r** ← 2nd | | 9 | **r** ← 3rd | | 10 | y | **Step-by-step reasoning:** 1. I split the word into individual letters: s-t-r-a-w-b-e-r-r-y (10 letters total). 2. I checked each letter for 'r'. 3. The first 'r' is in position 3, in "str…". 4. The second and third 'r's are in positions 8 and 9, in the "…rry" ending. **Answer: There are 3 r's in "strawberry".** A common mistake is to see "berry" as having only one 'r' (or to treat the double-r as a single letter), which leads to the incorrect answer of 2.
3.1s332 output tokens

Qwen3.8 2.4T A95B

To count the number of **“r”**s in **“strawberry”**, spell it out letter by letter: **s t r a w b e r r y** Now check each letter: 1. s — not r 2. t — not r 3. r — yes, count 1 4. a — not r 5. w — not r 6. b — not r 7. e — not r 8. r — yes, count 2 9. r — yes, count 3 10. y — not r So there are **3** “r”s in **strawberry**.
1.3s203 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 Sonnet 5.5

## Cause `users` is `undefined` when the component renders, so `users.map(...)` throws. This happens when: 1. **The parent doesn't pass the prop**, or passes it under a different name (e.g. `<UserList data={x} />` or a typo like `user=`). 2. **The data loads asynchronously.** On the first render, the state or fetch result hasn't arrived yet. 3. **The value is wrong.** For example, the API returns `{ users: [...] }` and you passed the whole object, or you're reading a property that doesn't exist (`response.data.users` vs `response.users`). ## Fixes ### 1. Default value (simplest) ```jsx function UserList({ users = [] }) { return ( <ul> {users.map(user => <li key={user.id}>{use…
6.7s824 output tokens

Qwen3.8 2.4T A95B

The error happens because `users` is `undefined` when React tries to render this line: ```js {users.map(user => <li key={user.id}>{user.name}</li>)} ``` JavaScript cannot call `.map()` on `undefined`. In your component: ```js function UserList({ users }) { return ( <ul> {users.map(user => <li key={user.id}>{user.name}</li>)} </ul> ); } ``` React expects `users` to be an array, but something is rendering `<UserList />` without providing a valid `users` prop. --- ## Common causes ### 1. The parent component is not passing `users` For example: ```js <UserList /> ``` Instead of: ```js <UserList users={users} /> ``` --- ### 2. The data has not loaded yet If `users…
10.9s1318 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 Sonnet 5.5

**Subject: Project [Name] – Updated Delivery Timeline and Recovery Plan** Dear [Client Name], I am writing to let you know that the delivery of [Project Name] will be delayed by two weeks. The new delivery date is **[New Date]**, rather than the original **[Original Date]**. I sincerely apologize for this change and for any inconvenience it may cause your team. **What happened** During integration testing, we found [brief description, e.g., "compatibility issues between the payment module and your existing data infrastructure"] that were not apparent in earlier phases. Shipping without resolving them would have risked the stability and reliability you expect from this solution, so we deci…
8.3s942 output tokens

Qwen3.8 2.4T A95B

Subject: Updated Project Timeline – Revised Delivery Date Dear [Client Name], I hope this message finds you well. I’m writing to provide an important update regarding the delivery timeline for [Project Name]. During our recent integration testing phase, we identified several unexpected technical challenges that require additional resolution to ensure the final deliverable meets the quality and performance standards we committed to. After carefully reviewing the scope of these items with our technical team, we have determined that the project delivery will need to be extended by two weeks. I sincerely apologize for any inconvenience this may cause. Please be assured that we are taking imm…
4.6s449 output tokens

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Frequently asked questions

Which is cheaper, Claude Sonnet 5.5 or Qwen3.8 2.4T A95B?
Per 1M output tokens, Claude Sonnet 5.5 is ¥1,787 and Qwen3.8 2.4T A95B is ¥1,055.5 on FastMetal (yen, before tax), so Qwen3.8 2.4T A95B is cheaper.
How do the context windows of Claude Sonnet 5.5 and Qwen3.8 2.4T A95B compare?
Claude Sonnet 5.5 takes 1,000,000 tokens; Qwen3.8 2.4T A95B takes 1,048,576.
Can I use Claude Sonnet 5.5 and Qwen3.8 2.4T A95B with the same API key?
Yes. On FastMetal's OpenAI-compatible endpoint, switch by passing "anthropic-claude-sonnet-5-5" or "qwen3.8-2.4t-a95b" 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 Sonnet 5.5 and Qwen3.8 2.4T A95B from the browser chat and the API. No monthly fee.

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