Granite 4.0 H Small
Granite 4.0 H Small has model metadata, but missing tracked provider pricing keeps it from being a default production pick.
Use it for
- Teams evaluating long context
- Workloads that can use a 128k context window
Do not use it for
- Cost-sensitive launches that need sourced token pricing
- Vision or document-understanding workloads
- Strict JSON or tool-calling flows
- Family
- Granite 4
- Released
- 2025-10-02
- Context
- 128k
- Parameters
- 32B total / 9B active
- Architecture
- Hybrid MoE: 4 attention + 36 Mamba2 layers, 72 experts / 10 active, NoPE position embedding
- Openness
- Open source
- License
- Apache 2.0(OSI)Commercial use allowed
No tracked provider token pricing is available yet.
About
IBM Granite 4.0 H Small is the flagship hybrid MoE model with 32B total parameters and 9B active parameters. Architecture: 4 attention + 36 Mamba2 layers, 72 total experts with 10 active. Highest-performance Granite 4.0 text model. Benchmarks: MMLU 78.44, HumanEval 88%, GSM8K 87.27, IFEval 87.55, SALAD-Bench 97.3. Artificial Analysis Intelligence Index 23. Apache 2.0.
Granite 4.0 H Small is an open-source model in the Granite 4 family. The structured metadata tracks a 128k-token context window. No headline benchmark score is tracked for Granite 4.0 H Small yet.
Top use-case fit
Long context
Included by capability and metadata signals in the decision map.
Provider price ladder
No tracked provider token pricing is available for this model yet.
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.
No tracked provider token pricing is available yet.