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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.
💰Qwen: Qwen2.5 Coder 7B Instruct is 90% cheaper than Kwaipilot: KAT-Coder-Pro V2
⚡Qwen: Qwen2.5 Coder 7B Instruct is 44ms faster than Kwaipilot: KAT-Coder-Pro V2
Price (lower is better), Speed/Latency (lower is better), Performance (higher is better)
Qwen: Qwen2.5 Coder 7B Instruct is 900% cheaper
| Spec | Kwaipilot: KAT-Coder-Pro V2 | Qwen: Qwen2.5 Coder 7B Instruct |
|---|---|---|
| Provider | kwaipilot | qwen |
| Input price / 1M tokens | $0.30 | $0.03 |
| Output price / 1M tokens | $1.20 | $0.09 |
| Context window | 256k tokens | 33k tokens |
| Latency (p50) | 44ms | — |
| Best benchmark score | — | — |
| Open source | No | No |
KAT-Coder-Pro V2 is the latest high-performance model in KwaiKAT’s KAT-Coder series, designed for complex enterprise-grade software engineering and SaaS integration. It builds on the agentic coding strengths of earlier versions,...
Qwen2.5-Coder-7B-Instruct is a 7B parameter instruction-tuned language model optimized for code-related tasks such as code generation, reasoning, and bug fixing. Based on the Qwen2.5 architecture, it incorporates enhancements like RoPE,...
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