GLM 4.6V vs Qwen3 VL 8B Instruct
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 4.6V and Qwen3 VL 8B Instruct.
GLM 4.6V
GLM-4.6V is a large multimodal model designed for high-fidelity visual understanding and long-context reasoning across images, documents, and mixed media. It supports up to 128K tokens, processes complex page layouts...
Qwen3 VL 8B Instruct
Qwen3-VL-8B-Instruct is a multimodal vision-language model from the Qwen3-VL series, built for high-fidelity understanding and reasoning across text, images, and video. It features improved multimodal fusion with Interleaved-MRoPE for long-horizon...
Technical Specifications
| Specification | GLM 4.6V | Qwen3 VL 8B Instruct |
|---|---|---|
| Provider | Zhipu AI | Alibaba |
| Context Window | 131,072 tokens | 256,000 tokens |
| Agent Suitability | N/A | N/A |
| Time to First Token (TTFT) | N/A | N/A |
| Deployment Model | managed api | self hostable |
| Production Stability | stable | stable |
| API Available | Yes | Yes |
| Released Date | 2025-12-08 | 2025-10-14 |
API Pricing Comparison
Input Price per Million Tokens
GLM 4.6V
$0.30
Qwen3 VL 8B Instruct
$0.12
Output Price per Million Tokens
GLM 4.6V
$0.90
Qwen3 VL 8B Instruct
$0.46
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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.
GLM 4.6V Quirks & Gotchas
No developer gotchas reported.
Qwen3 VL 8B Instruct Quirks & Gotchas
No developer gotchas reported.