Reasoning
No current rating
Mathematical and scientific problem solving.
Awaiting a qualified category score
Model profile / IBM
Granite 4.2 3B. Native 128K context advertised; 30B has a documented extension to 512K. Exact convention and extension remain separate.
Four areas of evidence
Mathematical and scientific problem solving.
Software engineering and programming.
Factual reliability and instruction following.
Tool use, workflows and professional tasks.
Current index snapshot · 2026-09-16. Each category uses its own scale; scores across categories are not directly comparable. Evidence counts describe the retained Capabilities inputs; a family can contain several tasks or configurations. A point lead does not establish superiority.
Performance in context
Granite 4.2 3B is highlighted wherever a compatible measurement is available.
Granite 4.2 3B: No verified compatible standard first-party token quote for this exact release
Lumina Capabilities Index
The current Capabilities cohort, with this model highlighted.
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Lumina Capabilities Index
The current Capabilities cohort, with this model highlighted.
Chart loads as you explore
Explore the detail
Connected, in range, at least three macro areas/four families; coverage tier meets the held-out support gate. Conditional on published execution and shared-factor assumptions. Conditional on recorded source settings; unknown execution dates remain unknown.
| Benchmark | Result | Published configuration | Source |
|---|---|---|---|
| No matching measurements. Try another search. | |||
No specialist task observations retained for this model.