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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.
💰Morph: Morph V3 Large is 100% cheaper than AI21 Jamba 1.6 Mini
⚡AI21 Jamba 1.6 Mini is 15ms faster than Morph: Morph V3 Large
Price (lower is better), Speed/Latency (lower is better), Performance (higher is better)
| Spec | AI21 Jamba 1.6 Mini | Morph: Morph V3 Large |
|---|---|---|
| Provider | ai21 | morph |
| Input price / 1M tokens | $0.20 | Free |
| Output price / 1M tokens | $0.40 | — |
| Context window | 256k tokens | 262k tokens |
| Latency (p50) | — | 15ms |
| 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.
Morph's high-accuracy apply model for complex code edits. ~4,500 tokens/sec with 98% accuracy for precise code transformations. The model requires the prompt to be in the following format: <instruction>{instruction}</instruction> <code>{initial_code}</code>...
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