Quick Summary
ChatDev
An AI-powered virtual software development agent designed to handle designing, coding, testing, and documentation through collaborative dialogue among software agents.
Rating:
3.7/5
Gorilla
An AI assistant enabling large language models (LLMs) to accurately invoke APIs through semantic and syntactic natural language queries.
Rating:
3.7/5
Tool Overview
2nd
ChatDev
AI Agent
1st
Gorilla
AI Assistant
Features
Features
| Feature | Gorilla | ChatDev |
|---|---|---|
| Subtype | Web App | Web App |
| Recommendation | Ignore | Ignore |
| API Invocation | Enables LLMs to invoke over 1,600 APIs accurately | — |
| Semantic Matching | Ensures API calls are semantically and syntactically correct | — |
| Reduced Hallucination | Minimizes LLM-generated errors in API usage | — |
| APIBench Integration | Leverages the APIBench dataset for extensive API training | — |
| Scalable API Store | Supports an ever-growing collection of APIs | — |
| Waterfall Model Workflow | — | Divides software development into designing, coding, testing, and documenting stages |
| Software Agent Collaboration | — | Collaborative dialogues between agents like programmers, testers, and reviewers |
| Thought Instruction Mechanism | — | Explicit instructions to avoid code hallucination |
| Atomic Subtask Division | — | Breaks tasks into manageable subtasks for efficiency |
| Cost and Time Efficiency | — | Completes projects in under 7 minutes at costs below $1 |
Pricing
Pricing Plans
| Plan | Gorilla | ChatDev |
|---|---|---|
| Free | $0 Basic API invocation capabilities | $0 Basic virtual agent capabilities |
| Pro | $18/month Enhanced API matching and lower latency | $22/month Enhanced team collaboration and scalability |
| Enterprise | Custom Scalable deployment with enterprise-level API integration | Custom Custom workflow optimization and premium support |
Pros & Cons
ChatDev
Pros
- •Highly efficient in task breakdown and execution
- •Cost-effective for small-scale projects
- •Streamlined collaboration between virtual agents
Cons
- •Lacks flexibility in non-waterfall workflows
- •Context loss in larger projects
- •Requires human supervision in complex tasks
Gorilla
Pros
- •Accurate API invocation through LLMs
- •Minimized API call hallucinations
- •Extensive APIBench dataset integration
Cons
- •Requires precise natural language input for accuracy
- •Limited flexibility for uncommon APIs
- •Early-stage product with ongoing refinements
Our Recommendation
Based on the comparison above, we recommend Gorilla for most users because:
- Best overall feature set
- Competitive pricing
- Strong user ratings