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GLM 5.1 vs Qwen3 235B A22B Thinking 2507

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for GLM 5.1 and Qwen3 235B A22B Thinking 2507.

Zhipu AI

GLM 5.1

GLM-5.1 delivers a major leap in coding capability, with particularly significant gains in handling long-horizon tasks. Unlike previous models built around minute-level interactions, GLM-5.1 can work independently and continuously on...

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Alibaba

Qwen3 235B A22B Thinking 2507

Qwen3-235B-A22B-Thinking-2507 is a high-performance, open-weight Mixture-of-Experts (MoE) language model optimized for complex reasoning tasks. It activates 22B of its 235B parameters per forward pass and natively supports up to 262,144...

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Technical Specifications

SpecificationGLM 5.1Qwen3 235B A22B Thinking 2507
ProviderZhipu AIAlibaba
Context Window202,752 tokens262,144 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-04-072025-07-25

API Pricing Comparison

Input Price per Million Tokens

GLM 5.1

$0.97

Qwen3 235B A22B Thinking 2507

$0.15

Output Price per Million Tokens

GLM 5.1

$3.04

Qwen3 235B A22B Thinking 2507

$1.50

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Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
8800.0%vsN/A
GLM 5.1
Qwen3 235B A22B Thinking 2507
HumanEvalPython coding & logic synthesis
8950.0%vsN/A
GLM 5.1
Qwen3 235B A22B Thinking 2507
MATHComplex mathematical problem solving
7700.0%vsN/A
GLM 5.1
Qwen3 235B A22B Thinking 2507
GPQAGraduate-level expert reasoning
5100.0%vsN/A
GLM 5.1
Qwen3 235B A22B Thinking 2507
HellaSwagCommonsense reasoning and inference
8850.0%vsN/A
GLM 5.1
Qwen3 235B A22B Thinking 2507
MT-BenchMulti-turn conversation flow quality
920.0%vsN/A
GLM 5.1
Qwen3 235B A22B Thinking 2507

GLM 5.1 Quirks & Gotchas

No developer gotchas reported.

Qwen3 235B A22B Thinking 2507 Quirks & Gotchas

No developer gotchas reported.