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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 60% cheaper than inclusionAI: Ling 3.1 Flash
Price (lower is better), Speed/Latency (lower is better), Performance (higher is better)
Qwen: Qwen2.5 Coder 7B Instruct is 150% cheaper
| Spec | inclusionAI: Ling 3.1 Flash | Qwen: Qwen2.5 Coder 7B Instruct |
|---|---|---|
| Provider | inclusionai | qwen |
| Input price / 1M tokens | $0.07 | $0.03 |
| Output price / 1M tokens | $0.23 | $0.09 |
| Context window | 1000k tokens | 33k tokens |
| Latency (p50) | — | — |
| Best benchmark score | — | — |
| Open source | No | No |
Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.
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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