SanityBoard Adds 27 New Model Evaluations Including Qwen 3.5 Plus, GLM 5, and Gemini 3.1 Pro

SanityBoard has significantly expanded its evaluation coverage with 27 new benchmark results, providing the community with data-driven comparisons of the latest model releases. The update includes fresh evaluations of Qwen 3.5 Plus, GLM 5, Gemini 3.1 Pro, Sonnet 4.6, and three emerging open-source agent frameworks—exactly the models and tools practitioners are evaluating for local deployment decisions.

Comprehensive, comparable benchmarks are essential infrastructure for the local LLM ecosystem. Rather than relying on vendor claims or anecdotal reports, SanityBoard provides structured evaluation data across consistent test suites. This enables more informed hardware procurement, model selection, and architecture decisions. The breadth of new additions suggests rapid iteration in the model landscape, with many competitive options now available for on-device inference.

For teams building production local LLM systems, SanityBoard's evaluation framework is an invaluable resource. Rather than benchmarking each model individually—a resource-intensive process—practitioners can reference these results to shortlist candidates, then validate against their specific use cases. The recent expansion demonstrates the framework's commitment to staying current with the accelerating pace of model releases.

Source: r/LocalLLaMA · Relevance: 7/10