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Side-by-side comparison of API pricing, context window, latency, and benchmark performance. Data refreshed daily from provider APIs and ModelStop's own latency probes.
💰Google: Gemini 3.1 Pro Preview Custom Tools is 100% cheaper than Qwen: Qwen2.5 VL 32B Instruct
⚡Qwen: Qwen2.5 VL 32B Instruct is 16ms faster than Google: Gemini 3.1 Pro Preview Custom Tools
📈Google: Gemini 3.1 Pro Preview Custom Tools scores 1242.0% higher on benchmarks
Price (lower is better), Speed/Latency (lower is better), Performance (higher is better)
| Spec | Google: Gemini 3.1 Pro Preview Custom Tools | Qwen: Qwen2.5 VL 32B Instruct |
|---|---|---|
| Provider | qwen | |
| Input price / 1M tokens | Free | $0.20 |
| Output price / 1M tokens | — | $0.60 |
| Context window | 1049k tokens | 128k tokens |
| Latency (p50) | 16ms | — |
| Best benchmark score | 1242.0 | — |
| Open source | No | No |
Gemini 3.1 Pro Preview Custom Tools is a variant of Gemini 3.1 Pro that improves tool selection behavior by preventing overuse of a general bash tool when more efficient third-party...
Qwen2.5-VL-32B is a multimodal vision-language model fine-tuned through reinforcement learning for enhanced mathematical reasoning, structured outputs, and visual problem-solving capabilities. It excels at visual analysis tasks, including object recognition, textual...
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