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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 99% cheaper than Fireworks: Ember-1
Price (lower is better), Speed/Latency (lower is better), Performance (higher is better)
Qwen: Qwen2.5 Coder 7B Instruct is 9900% cheaper
| Spec | Fireworks: Ember-1 | Qwen: Qwen2.5 Coder 7B Instruct |
|---|---|---|
| Provider | fireworks | qwen |
| Input price / 1M tokens | $3.00 | $0.03 |
| Output price / 1M tokens | $15.00 | $0.09 |
| Context window | 1049k tokens | 33k tokens |
| Latency (p50) | — | — |
| Best benchmark score | — | — |
| Open source | No | No |
Ember-1 is a specialized reasoning model from Fireworks Research, built on [Kimi K3](https://openrouter.ai/moonshotai/kimi-k3). It is designed to make every token go further: it produces shorter reasoning traces, using roughly 40%...
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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