GLM 5.2 vs Qwen3 VL 8B Thinking (Comparative Analysis)
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Comparative Analysis: GLM 5.2 vs. Qwen3 VL 8B Thinking
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Overview
Qwen3 VL 8B Thinking was released 8 months before GLM 5.2.
 GLM 5.2 |  Qwen3 VL 8B Thinking | |
|---|---|---|
Model Provider The organization behind this AI's development | Z.AI | Qwen |
Input Context Window Maximum input tokens this model can process at once | 1M tokens | 131.1K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 262.1K tokens | 32.8K tokens |
Release Date When this model first became publicly available | June 16, 2026 1 month ago June 16th, 2026 | October 14, 2025 10 months ago October 14th, 2025 |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
GLM 5.2 | Qwen3 VL 8B Thinking | |
|---|---|---|
Input Types Supported input formats | 📝Text | 🖼️Image📝Text |
Reasoning Controls Defaults and configurable reasoning effort | Enabled by defaultEffort: Extra High, HighDefault: High | Always enabled |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | Other | Qwen3 |
Key Features Advanced capabilities | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation |
Open Source Model availability | Available on HuggingFace → | Available on HuggingFace → |
Pricing
GLM 5.2 is roughly 4.2x more expensive compared to Qwen3 VL 8B Thinking for input tokens and roughly 1.2x more expensive for output tokens.
| GLM 5.2 | Qwen3 VL 8B Thinking | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.76 per million tokens | $0.18 per million tokens |
Output Token Cost Cost per million output tokens | $2.42 per million tokens | $2.10 per million tokens |
Cache Read Cost Cost to reuse cached input tokens | $0.14 per million tokens | Not specified |
Benchmarks
Compare relevant benchmarks between GLM 5.2 and Qwen3 VL 8B Thinking.
| GLM 5.2 | Qwen3 VL 8B Thinking | |
|---|---|---|
Intelligence Index Overall model quality across independent evaluations | 52.6 (Artificial Analysis index; higher is better) | Benchmark not available. |
Coding Index Programming performance across independent evaluations | 68.8 (Artificial Analysis index; higher is better) | Benchmark not available. |
Agentic Index Ability to complete multi-step agentic tasks | 45.7 (Artificial Analysis index; higher is better) | Benchmark not available. |
Best Design Arena Score Highest human-preference Elo score across design arenas | 1,362 Elo (#5 in 3D (59.8% win rate)) | Benchmark not available. |
At a Glance
Quick overview of what makes GLM 5.2 and Qwen3 VL 8B Thinking unique.
GLM 5.2 by Z.AI can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 1M token context window. Reasonably priced at $0.76/M input and $2.42/M output tokens. Released June 16th, 2026.Qwen3 VL 8B Thinking by Qwen understands both text and images, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 131.1K token context window. Reasonably priced at $0.18/M input and $2.10/M output tokens. Released October 14th, 2025.Explore More Comparisons
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Compare Qwen3 VL 8B Thinking with:
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Best models for coding and development
🎨Creative & Roleplay
Models optimized for creative writing
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💻Technology
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