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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.
💰embed-english-light-v3.0 is 100% cheaper than AI21 Jamba 1.6 Mini
Price (lower is better), Speed/Latency (lower is better), Performance (higher is better)
| Spec | AI21 Jamba 1.6 Mini | embed-english-light-v3.0 |
|---|---|---|
| Provider | ai21 | cohere |
| Input price / 1M tokens | $0.20 | Free |
| Output price / 1M tokens | $0.40 | — |
| Context window | 256k tokens | 1k tokens |
| Latency (p50) | — | — |
| 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.
This lightweight text embedding model excels at converting English text into numerical vectors for semantic search, clustering, and similarity tasks with minimal computational overhead, making it ideal for developers and organizations seeking cost-effective embedding solutions for applications with resource constraints or latency requirements.
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