Jamba-Instruct
Jamba-Instruct is worth evaluating for long context when its provider route and context window match the workload.
Use it for
- Teams evaluating long context
- Workloads that can use a 256k context window
- Buyers comparing 2 tracked provider routes
Do not use it for
- Vision or document-understanding workloads
- Strict JSON or tool-calling flows
- Family
- Jamba
- Released
- 2024-05-02
- Context
- 256k
- Parameters
- 52B (12B active)
- Architecture
- Mixture of Experts
- Knowledge cutoff
- 2024-03
- Specialization
- general
- License
- Jamba Open Model
- Training
- finetuned
Cheapest of 2 routes · AI21 Studio
About
Jamba-Instruct, developed by AI21 Labs, is a cutting-edge large language model tailored for enterprise applications. It boasts a remarkable 256,000-token context window, enabling it to process vast amounts of data, equivalent to an 800-page novel, making it ideal for tasks like summarization, question answering, and document analysis. Utilizing a hybrid architecture that blends Structured State Space (SSM) technology with traditional Transformer layers, Jamba-Instruct is designed for optimal performance and efficiency in managing long-context scenarios. Instruction-tuned to handle complex commands and engage in open-ended dialogues, it prioritizes high safety standards, making it suitable for diverse applications such as chatbots, financial analysis, and legal document summaries while maintaining cost-effectiveness and low latency 2512.
Jamba-Instruct is a model in the Jamba family. The structured metadata tracks a 256k-token context window. This page tracks provider routes through AI21 Studio and Microsoft Foundry, with the cheapest tracked route listed at $0.5 input and $0.7 output per 1M tokens. No headline benchmark score is tracked for Jamba-Instruct yet.
Top use-case fit
Long context
Included by capability and metadata signals in the decision map.
Provider price ladder
Compare all 2Compare API pricing across 2 providers for input and output tokens, batch, and cached reads when available.
| Provider | Input / 1M | Output / 1M | Route |
|---|---|---|---|
| AI21 Studio | $0.500 | $0.700 | Serverless |
| Microsoft Foundry | $0.500 | $0.700 | Serverless |
Capabilities
No model capability flags are currently sourced.
Benchmark peer barsfor Long context
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.