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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 AI21 Jamba 1.6 Mini
⚡AI21 Jamba 1.6 Mini 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 | AI21 Jamba 1.6 Mini | Google: Gemini 3.1 Pro Preview Custom Tools |
|---|---|---|
| Provider | ai21 | |
| Input price / 1M tokens | $0.20 | Free |
| Output price / 1M tokens | $0.40 | — |
| Context window | 256k tokens | 1049k tokens |
| Latency (p50) | — | 16ms |
| Best benchmark score | — | 1242.0 |
| Open source | No | No |
AI21 Jamba 1.6 Mini is a lightweight Mamba-Transformer hybrid optimized for cost-effective, high-throughput inference with an impressive 256K context window. An excellent choice for document-heavy workloads on a budget.
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...
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