Gemma 2 27B

Google's 27-billion-parameter open-weight text model with an 8K token context window.

Strengths

Offers a balance of capability and efficiency for inference at scale, suitable for running on consumer hardware or containerized environments.

Best for

On-premise or edge deployments where a mid-size open model is needed and the narrower context window is acceptable.

Limitations

The 8K context window is significantly smaller than newer Gemma releases (Gemma 3 27B offers 131K), making it poorly suited for long-document understanding or multi-turn conversations with substantial history.