Granite Embedding Models by IBM Research
2 models2026Up to 33k ctx
About
IBM Granite family of text embedding models for semantic search and retrieval tasks. Supports English and multilingual variants across multiple parameter sizes.
Current Variants
Use-when guidance is derived from seed capabilities, context, release, and replacement fields.
2 in view
Use when the workload needs embedding, 33k context, and 311M parameters.
2026-04embedding33k context311M parameters
Use when the workload needs embedding, 33k context, and 97M parameters.
2026-04embedding33k context97M parameters
| Model | Use when | Released | Signals | Status |
|---|---|---|---|---|
| Granite Embedding 311M Multilingual R2 | Use when the workload needs embedding, 33k context, and 311M parameters. | 2026-04 | embedding33k context311M parameters | Current |
| Granite Embedding 97M Multilingual R2 | Use when the workload needs embedding, 33k context, and 97M parameters. | 2026-04 | embedding33k context97M parameters | Current |
Release Timeline
1 release group2026-04
2 current
Granite Embedding 311M Multilingual R2
Currentembedding33k context311M parameters
Granite Embedding 97M Multilingual R2
Currentembedding33k context97M parameters
Specifications(2 models)
| Model | Released | Context | Parameters |
|---|---|---|---|
| Granite Embedding 311M Multilingual R2 | 2026-04 | 33k | 311M |
| Granite Embedding 97M Multilingual R2 | 2026-04 | 33k | 97M |
Frequently Asked Questions
- What is Granite Embedding used for?
- Granite Embedding is used for embedding and coding. The family description and listed model capabilities point to those workloads as the best fit.
- How does Granite Embedding compare to Granite 4?
- Granite Embedding by IBM Research is strongest where you need embedding, while Granite 4 by IBM Research is the closest related family to check for audio. Granite Embedding has 2 listed variants and reaches up to 33k context, while Granite 4 reaches up to 131k context, so compare the specs and pricing tables before choosing a production model.
- Which Granite Embedding model should I use?
- If price is the main constraint, use the pricing table first because Granite Embedding does not have complete provider pricing in the local data. For the most capable/latest local choice, evaluate Granite Embedding 311M Multilingual R2 with 33k context.
