Flagship proprietary Qwen3 model - a MoE with over 1 trillion parameters trained on ~36T tokens. Available via Alibaba Cloud API and qwen.ai, a frontier-class competitor to GPT-5, Claude, and Gemini.
Context window
262K
tokens
Parameters
1T+ (MoE)
parameters
Max output
32,768
tokens
Release date
24 September 2025
Access:APIHostedDeployment:โ Cloud
Overview
Access & deployment
APIHosted
Cloud
Weights: Closed
Key parameters
๐ Context: 262K
๐งฉ Parameters: 1T+ (MoE)
โ Tools
๐ฅ Input: text, image, documents, structured data
Technical specification
Context window
262K
tokens
Parameters
1T+ (MoE)
parameters
Max output tokens
32,768
tokens per response
Knowledge cutoff
1 Jun 2025
Knowledge boundary
License
Proprietary (Alibaba Cloud commercial)
Hardware requirements
The model is available exclusively via the Alibaba Cloud API (DashScope, Model Studio) - no weights available for self-hosting. Alibaba serves the model on its own GPU/ASIC infrastructure (including its own Hanguang / Pingtouge accelerators).
Features:โ Tool use
Modalities
โฌ Input
textimagedocumentsstructured_data
โฌ Output
textcodestructured_data
Capabilities and applications
Native model capabilities
Advanced reasoning
The ability to perform multi-step, structured reasoning: analysing problems, planning steps, and drawing conclusions from hypotheses. Reasoning-first models (e.g. GPT-5.1 Thinking) dedicate a portion of inference to chains of thought before responding.
Category: reasoning
Extended thinking mode
A reasoning-model variant with a larger inference budget: more thinking cycles, higher answer precision at the cost of response time. Choice between 'standard' and 'extended' thinking is left to the user (e.g. the selector in GPT-5.2 Pro).
Category: reasoning
Adaptive reasoning effort
The model decides how much 'thinking' to allocate to a given query: simple questions are answered quickly, complex problems receive more inference cycles. A GPT-5.1 feature (both Instant and Thinking) that shortens time on easy tasks and extends it for hard ones.
Category: reasoning
Multi-step reasoning
Carrying out multi-step chains of reasoning across long, complex tasks.
Category: reasoning
Mathematical reasoning
The model's ability to solve mathematical tasks requiring multi-step reasoning โ equations, proofs, combinatorics, geometry, calculus and competition-level problems.
Category: reasoning
Coding
Generating, analysing and modifying code in many programming languages. Covers writing functions, debugging, refactoring, code review, and creating tests. Measured by benchmarks such as HumanEval and SWE-bench.
Category: coding
Agentic coding
Multi-hour, multi-step programming tasks performed autonomously by the model: cloning a repository, running tests, iterating on fixes, integrating with CLI tools. Characteristic of Codex variants (GPT-5.1-Codex-Mini, Codex-Max).
Category: coding
Agentic capability
The model's ability to autonomously plan and execute multi-step tasks by sequentially using tools, maintaining context, and adapting to intermediate results.
Category: planning
Multilingual
Competence in many natural languages (from a few to over a hundred): understanding, generation, translation, and code-switching within a single conversation. Frontier models support a wide range of languages with comparable quality.
Category: language
Benchmark results
4 benchmarks
SWE-Bench Verified
resolved rate ยท Qwen3-Max-Instruct, agentic real-world GitHub issue fixing
69.6%%
๐
24 Sept 2025๐ Qwen3-Max Blog (qwen.ai/blog?id=qwen3-max, 2025-09-24)
Tau-Bench
pass rate ยท Agentic evaluation in airline / retail environments
N/A (comparable to Claude Opus 4)%
๐
24 Sept 2025๐ Qwen3-Max Blog (qwen.ai/blog?id=qwen3-max, 2025-09-24)
BFCL v3
function calling accuracy ยท Berkeley Function Calling Leaderboard v3, tool-use and function calling ability
N/A (top-tier)%
๐
24 Sept 2025๐ Qwen3-Max Blog (qwen.ai/blog?id=qwen3-max, 2025-09-24)
AIME 2025
accuracy ยท American Invitational Mathematics Examination 2025 competition, Qwen3-Max-Thinking variant
N/A (top-tier reasoning)%
๐
1 Nov 2025๐ Qwen3-Max-Thinking Blog (qwen.ai)
Pricing
Technical architecture
Core Architecture
Deployment and security
๐ Security / Enterprise
โ Verified enterprise information
The model is hosted exclusively in Alibaba Cloud - enterprise customers can select regions (China, Singapore, Malaysia, Germany, USA, Dubai) to meet data residency requirements. Alibaba Cloud holds ISO 27001, SOC 2, PCI DSS certifications. Due to its China base, the model is subject to Chinese AI regulations (including registration with the Cyberspace Administration of China). Weights are not available for self-hosting, which prevents offline deployment.
