Cheshire Cat AI vs Gorilla

Side-by-side comparison of two AI agent tools

Short answer

  • Gorilla has had no commit in 6 months; Cheshire Cat AI is actively maintained (13 commits in the last 90 days).
  • Gorilla is growing faster: +41 GitHub stars in the last 30 days vs +14 for Cheshire Cat AI.
  • Pick Cheshire Cat AI for: aI agent microservice. Pick Gorilla for: gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls).

From GitHub data refreshed daily.

Cheshire Cat AIopen-source

AI agent microservice

Gorillaopen-source

Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)

Metrics

Cheshire Cat AIGorilla
Stars3.1k13.0k
Star velocity /mo14.3684210526315840.578947368421055
Commits (90d)130
Releases (6m)50
Downloads (30d, npm + PyPI)210—
Overall score0.38304585730707830.22885397334190424

Pros

  • +Complete microservice architecture with WebSocket and REST API support makes integration seamless
  • +Built-in RAG with Qdrant vector database provides out-of-the-box knowledge management capabilities
  • +Extensive plugin system with hooks and tools allows deep customization of agent behavior
  • +提供业界领先的Berkeley Function Calling Leaderboard，为LLM工具调用能力评估设立标准
  • +支持复杂的多轮对话和多步骤函数调用评估，包含状态管理和错误恢复机制
  • +活跃的学术研究社区，持续更新评估方法和数据集，与LMSYS等知名平台合作

Cons

  • -Requires Docker knowledge and infrastructure for deployment and management
  • -Python-only plugin development may limit accessibility for teams using other languages
  • -Complexity of features may create a steep learning curve for simple chatbot use cases
  • -主要面向研究用途，对于生产环境的实际应用指导有限
  • -文档信息不够完整，缺乏详细的实施和部署指南

Use Cases

  • •Adding conversational AI capabilities to existing web applications through API integration
  • •Building knowledge-aware customer support bots that can query internal documentation
  • •Creating specialized AI agents with custom tools and workflows for business process automation
  • •AI研究人员评估和比较不同LLM的函数调用能力表现
  • •开发团队基准测试自己的AI智能体在复杂工具集成场景中的性能
  • •学术机构研究多模态AI系统在真实世界任务中的工具使用效果
View Cheshire Cat AI DetailsView Gorilla Details

FAQ

Which is more popular, Cheshire Cat AI or Gorilla?
Gorilla has more GitHub stars (13,041 vs 3,094).
Which is more actively developed, Cheshire Cat AI or Gorilla?
Cheshire Cat AI had more commits in the last 90 days (13 vs 0).
Should I use Cheshire Cat AI or Gorilla?
Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.