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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 88% cheaper than Reflection: Beam 1.0 501B A23B
Price (lower is better), Speed/Latency (lower is better), Performance (higher is better)
Qwen: Qwen2.5 Coder 7B Instruct is 733% cheaper
| Spec | Qwen: Qwen2.5 Coder 7B Instruct | Reflection: Beam 1.0 501B A23B |
|---|---|---|
| Provider | qwen | reflection |
| Input price / 1M tokens | $0.03 | $0.25 |
| Output price / 1M tokens | $0.09 | $1.00 |
| Context window | 33k tokens | 1049k tokens |
| Latency (p50) | — | — |
| Best benchmark score | — | — |
| Open source | No | No |
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,...
Beam 1.0 is Reflection's open-weight reasoning model for coding and long-horizon agentic workflows. It uses a sparse mixture-of-experts architecture with 501B total and 23B active parameters per token, and a...
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