IBM: Granite 4.2 8B
ibm-granite's efficiency model. Context window: 131K tokens.
Scores by test
Methodology →What you need to know
IBM Granite 4.2 8B is optimized for high-precision technical tasks, specifically those requiring strict adherence to formats and source material. It achieves perfect scores in structured output, faithfulness, and long context handling, making it a reliable choice for RAG pipelines and automated workflows where hallucination must be minimized.
The model is priced aggressively low at a blended cost of $0.137/MTok, offering high utility for its price tier. While it excels at agentic planning and tool calling, it struggles with persona consistency and tabular data processing. Developers should also note that the model frequently over-refuses benign requests, indicating a lack of precision in its safety calibration.
Use this model for high-volume automation, long-document analysis, and structured data extraction where cost efficiency is a priority. Skip this model if your application requires a consistent persona, complex table manipulation, or a seamless user experience without over-refusal of legitimate prompts.
Strengths — Top 3
Relative weaknesses — Bottom 3
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