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GAGE

HiThink-Research/GAGE

Unified Evaluation Engine for AI Models

GraphCanon updated Sep 10, 2026 · GitHub synced Sep 10, 2026

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52 stars8 forksLast push Jun 2, 2026 Python

Decision brief

GAGE is a unified evaluation framework that offers fast local testing through a consistent pipeline for large language models, multimodal models, audio models, diffusion models, agents, and game environments.

Good fit when

  • If you need to evaluate various AI model types with one engine, including game engines like Space Invaders or Mahjong.
  • For benchmarking tasks that require integration with external harnesses as it supports importing trial evidence back into standard reports.

Avoid when

  • Avoid if your project requires real-time multiplayer game evaluation capabilities since GAGE focuses more on single-agent sandbox environments and turn-based games.
  • Not suitable for scenarios where a visual interface is needed for the evaluation process but does not require replayable artifacts or structured arena traces.

Observed Jul 16, 2026 · Source: enrich:decision_facts

Verify the decision

Maintenance and security

Full trust report
Maintenance
Slowing (99d since push)
As of Sep 10, 2026
Provenance
Not a fork · Organization account
As of Sep 10, 2026
Security (OSV)
89 low (89 low)
As of Jul 15, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install GAGE
PyPI

Similar tools

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

GAGE is a unified evaluation framework for various types of models including large language models, multimodal models, audio models, diffusion models, agents, and game environments.

Capability facts

Languages
python

Source: github.language · Sep 10, 2026

Categories

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Sep 10, 2026)

# Python 3.10+ recommended
Source link

Tags

README

<div align="center" 📐 GAGE: General AI evaluation and Gauge Engine English · 中文 📧 Contact: zhangrongjunchen@myhexin.com Overview · Sample Schema · Smart Defaults · Run Reports · Game Arena · Arena Visual Control · AgentKitV2 · External Harness · Benchmark · Contributing · Stand...

For agents

This page has a .md twin and JSON over the API.

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