H2O-Lightning-31B
H2O-Lightning-31B is a released rag, long context, and vision model with open-weight and 128K context; evaluate it while provider pricing coverage matures.
- Family
- H2O-Lightning
- Released
- 2026-10-20
- Context
- 128K
- Parameters
- 31B
- Architecture
- Decoder Only
- Openness
- Open weights
- License
- H2O Model Non-Commercial Licence v1.1Not permitted
- Weights
- Available
- Code
- Unknown
- Training
- Fine-tuned
No tracked provider pricing is available yet.
About
H2O-Lightning-31B is H2O.ai's 31-billion-parameter decision model, built on Google's Gemma 4 31B IT and published on Hugging Face on October 20, 2026. It answers typed decision questions about a record (a document, ticket, policy, conversation or attached images) and returns a probability for every option, and H2O ships serving scripts tuned for the Jev Decision Index and JevBench with a 131,072-token context. Unlike the Apache-2.0 H2O-Lightning-4B, the weights are under the H2O Model Non-Commercial Licence v1.1 for non-commercial, non-production use.
Providers
No active provider routes are tracked for this model yet.
Capabilities
Benchmark peer barsfor RAG
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.
API versions
h2oai/h2o-lightning-31bH2O-Lightning-31BNo tracked provider pricing is available yet.