HiThink-Research/GAGE
General AI evaluation and Gauge Engine. A unified evaluation engine for LLMs, MLLMs, audio, and diffusion models.
This tool helps AI researchers and engineers rigorously test and compare the performance of different AI models, including large language models, multimodal systems, audio models, and image generation models. It takes various AI models and datasets as input and produces detailed performance metrics and evaluation reports, allowing you to understand how well your models perform on specific tasks or against other models. This is ideal for those responsible for developing, deploying, or selecting AI solutions.
Use this if you need a fast, unified, and extensible way to benchmark various AI models, especially in game-based scenarios or agent environments.
Not ideal if you are a casual user looking for a simple, pre-packaged AI evaluation with a graphical user interface, as this tool is designed for more technical, in-depth evaluation workflows.
Stars
42
Forks
6
Language
Python
License
—
Category
Last pushed
Mar 13, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/llm-tools/HiThink-Research/GAGE"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Featured in
Higher-rated alternatives
EvolvingLMMs-Lab/lmms-eval
One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks
vibrantlabsai/ragas
Supercharge Your LLM Application Evaluations 🚀
open-compass/VLMEvalKit
Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks
EuroEval/EuroEval
The robust European language model benchmark.
Giskard-AI/giskard-oss
🐢 Open-Source Evaluation & Testing library for LLM Agents