Granite family is a Enterprise LLM from IBM (United States).
One-line fit: best used for Business process, IBM stack code assist.
Key specifications
| Provider | IBM |
|---|---|
| Model | Granite family |
| Type | Enterprise LLM |
| Context window | Varies |
| Pricing (indicative) | watsonx |
| Company category | Enterprise |
| Region | United States |
| Official site | https://www.ibm.com/watsonx |
Benchmarks and public standing
Enterprise task suites
Treat scores as directional. SWE-bench, Terminal-Bench, LMSYS Arena, Artificial Analysis, and vendor cards use different harnesses and are not always comparable 1:1. Re-check the latest official model card before decisions.
What this model is good at
Business process, IBM stack code assist
This aligns with IBM’s broader strengths:
- Enterprise governance
- Regulated industries
- Hybrid cloud AI
Limitations and watch-outs
Not consumer frontier hype leader
- Rate limits, regional availability, and data retention policies vary by plan.
- Agent harness quality (Cursor, Claude Code, Codex, custom tools) can change outcomes more than raw model Elo.
- Open-weight availability (if any) is separate from hosted API quality and safety filters.
Ideal users
- Product engineers shipping features that match: Business process, IBM stack code assist
- Teams standardizing on the IBM ecosystem
- Agent builders who need a Enterprise LLM
When to pick something else
- Cheaper volume: compare lower tiers from the same lab or open Chinese/EU alternatives.
- Maximum hard SWE thoughtfulness: compare Claude Fable-class and other coding flagships.
- Giant multimodal corpora / Workspace: compare Gemini-class models.
- Self-host / open weights: Llama, Qwen, DeepSeek, GLM, Mistral open lines.
Parent company
IBM – watsonx platform and Granite models for regulated enterprise with governance tooling.
Related models from IBM
Data is curated for AIForumSphere model directory mid-2026 directional figures.
