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Vals AI, Inc.•July 20, 2026
Vals-Smith
Paid
AI Evaluation
Developer Tools
GitHub Integration
LLM Benchmarking
### TL;DR
Vals-Smith is an AI-powered platform that transforms any public or private GitHub repository into a custom benchmark suite for evaluating LLMs and coding agents. By analyzing a repository's pull requests and test surface, it creates reproducible, task-based assessments that measure real-world performance on your specific codebase.
Key Insights & Metrics
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Current release version
Hardware
None; Cloud-native SaaS platform
Compute requirements
Category
Paid
Licensing model
Region
United States
Primary region
Key Features
- Automatic generation of custom benchmarks from public or private GitHub repositories
- Evaluation of models and coding agents against real-world engineering tasks
- Security-focused architecture ensuring code data remains private and isolated
- Detailed reporting with pass rates and granular per-task performance breakdowns
- Support for a wide variety of programming languages and project structures
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