Qwen 3 Coder Next

by Alibaba

Qwen3 Coder Next is an open-weight ultra-sparse Mixture-of-Experts model with 80 billion total parameters, activating just 3 billion per forward pass. It delivers roughly 10x higher throughput than comparable dense models, with a 256K context window extendable further for repository tasks. Released in February 2026 under the Apache 2.0 license, it scores 70.6 on SWE-Bench Verified and reports leading secure-code-generation results, outperforming a top proprietary model on the SecCodeBench security benchmark. It supports 370 programming languages with tool use and structured output for agentic coding. Open availability makes it practical to run frontier-grade local coding agents on-device, without cloud API dependency.

Key info

Input
Output
Features
Context window
262K
Max output
—

Benchmarks

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

Global rank#426 of 694 LLMs
TierEfficient
Output speed63 tok/s
First token0.76s
Intelligence Index9.2
Coding Index36.2
Reasoning & knowledge
GPQA Diamond
74%
Humanity's Last Exam
10%
Long-context reasoning
47%
Coding
SciCode
36%
Agentic & tool use
Terminal-Bench Hard
18%
τ²-Bench Telecom
80%
Math & instruction following
IFBench
35%

Available routes

No routes currently available — Qwen 3 Coder Next isn't routed through the Opper gateway right now. It may return.

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