Qwen3 235B A22B Instruct

by Alibaba

Qwen3-235B-A22B-Instruct-2507 is the July 2025 instruction-tuned update of the flagship 235B model, with 22 billion active parameters drawn from a 235 billion total pool. Released on July 21, 2025, it emphasizes stronger instruction following, mathematical reasoning, code generation, and long-context understanding up to 262K tokens. Tuned for general-purpose tasks rather than long reasoning chains, this variant operates in non-thinking mode and posts solid results on knowledge (MMLU-Pro 83.0), reasoning (AIME25 70.3), coding (LiveCodeBench 51.8), and multilingual benchmarks across 100+ languages. The MoE architecture activates only 22 billion of its 235 billion parameters per forward pass for efficient inference. It supports tool calling for agentic workflows and is optimized for instruction following across diverse domains. Open-weight under Apache 2.0.

Key info

Input
Output
Features
Context window
262K
Max output
262K
Input price
$0.07 /1M
Output price
$0.10 /1M
  • EU residency available
  • US residency available
  • Zero data retention via Enterprise
  • No training by default
  • GDPR DPA available

Available routes

Qwen3 235B A22B Instruct runs on 3 different routes through the Opper gateway. Compare residency, ZDR, and training posture at a glance โ€” full data-handling detail per route below.

ProviderRegionZero data retentionTrainingInputOutput
DeepInfraUSEnterpriseNo$0.07$0.10
NebiusEUEnterpriseNo$0.20$0.60
NovitaUSEnterpriseNo$0.09$0.58

Training posture across routes: No training on prompts by default.

Data handling per route

Each route hosting Qwen3 235B A22B Instruct has its own privacy posture, residency, and GDPR terms. Postures are maintained by Opper with a last-verification timestamp.

DeepInfra โ€” United States๐Ÿ‡บ๐Ÿ‡ธ

Zero data retention is available via Opper Enterprise contract. No training on customer data. US; unknown.

Zero data retention
Available via Opper Enterprise contract.
Training
No training on customer data.
Logging
Limited debug logs
Third-party access
None disclosed
GDPR DPA
No DPA
Transfer mechanism
unknown

Nebius โ€” Finland๐Ÿ‡ซ๐Ÿ‡ฎ

Zero data retention is available via Opper Enterprise contract. No training on customer data. EU; DPA available.

Zero data retention
Available via Opper Enterprise contract.
Training
No training on customer data.
Logging
Abuse monitoring
Third-party access
None disclosed
GDPR DPA
DPA available
Transfer mechanism
Not applicable โ€” data stays in EU

Novita โ€” United States๐Ÿ‡บ๐Ÿ‡ธ

Zero data retention is available via Opper Enterprise contract. No training on customer data. US; SCCs; DPA available.

Zero data retention
Available via Opper Enterprise contract.
Training
No training on customer data.
Logging
Abuse monitoring
Third-party access
None disclosed
GDPR DPA
DPA available
Transfer mechanism
SCCs

Benchmarks

Independent benchmark scores โ€” composite indices for reasoning, coding, and math, plus individual eval scores where available.

Global rank#213 of 531 LLMs
TierEfficient
Output speed67 tok/s
First token1.25s
Intelligence Index18.2
Coding Index22.1
Math Index71.7
Reasoning & knowledge
MMLU-Pro
83%
GPQA Diamond
75%
Humanity's Last Exam
11%
Long-context reasoning
31%
Coding
LiveCodeBench
52%
SciCode
36%
Agentic & tool use
Terminal-Bench Hard
15%
ฯ„ยฒ-Bench Telecom
33%
Math & instruction following
AIME 2025
72%
IFBench
46%

Get started

Call Qwen3 235B A22B Instruct through the Opper gateway with one API key. Let your coding agent set it up, or call it directly โ€” Opper is drop-in compatible with the OpenAI, Anthropic, and Google AI SDKs.

Set it up with your agent

Copy this and paste it into your coding agent โ€” Claude Code, Cursor, Codex, and more โ€” and it'll wire up Opper for you.

Or call it directly

import OpenAI from "openai";
const client = new OpenAI({
apiKey: process.env.OPPER_API_KEY,
baseURL: "https://api.opper.ai/v3/compat",
});
const completion = await client.chat.completions.create({
model: "deepinfra/Qwen/Qwen3-235B-A22B-Instruct-2507",
messages: [{ role: "user", content: "Hello" }],
});
console.log(completion.choices[0].message.content);

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Qwen3 235B A22B Instruct by Alibaba โ€” pricing, benchmarks, EU/US hosting | Opper AI