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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.
💰AI21 Jamba 1.6 Mini is 33% cheaper than Kwaipilot: KAT-Coder-Pro V2
⚡AI21 Jamba 1.6 Mini is 44ms faster than Kwaipilot: KAT-Coder-Pro V2
Price (lower is better), Speed/Latency (lower is better), Performance (higher is better)
AI21 Jamba 1.6 Mini is 50% cheaper
| Spec | AI21 Jamba 1.6 Mini | Kwaipilot: KAT-Coder-Pro V2 |
|---|---|---|
| Provider | ai21 | kwaipilot |
| Input price / 1M tokens | $0.20 | $0.30 |
| Output price / 1M tokens | $0.40 | $1.20 |
| Context window | 256k tokens | 256k tokens |
| Latency (p50) | — | 44ms |
| Best benchmark score | — | — |
| 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.
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,...
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