Quick Summary
Gorilla
An AI assistant enabling large language models (LLMs) to accurately invoke APIs through semantic and syntactic natural language queries.
Rating:
3.7/5
AI Code Review Action
An AI-powered GitHub Action designed to automate code reviews, generate comments, and provide feedback on pull requests.
Rating:
3.5/5
Tool Overview
2nd
Gorilla
AI Assistant
1st
AI Code Review Action
AI Code Review Assistant
Features
Features
| Feature | AI Code Review Action | Gorilla |
|---|---|---|
| Subtype | GitHub Action | Web App |
| Recommendation | Ignore | Ignore |
| Integration with GitHub Actions | Seamless integration into GitHub workflows for automated code reviews | — |
| GPT-3.5 Turbo Model | Uses the GPT-3.5 Turbo model for analyzing and generating code feedback | — |
| Line-by-Line Review | Provides detailed feedback on pull request changes | — |
| Duplicate Comment Reduction | Minimizes duplicate and redundant feedback comments | — |
| 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 |
Pricing
Pricing Plans
| Plan | AI Code Review Action | Gorilla |
|---|---|---|
| Free | $0 Basic automated code review capabilities | $0 Basic API invocation capabilities |
| Pro | $15/month Enhanced comment management and priority processing | $18/month Enhanced API matching and lower latency |
| Enterprise | Custom Scalable workflows and advanced integrations | Custom Scalable deployment with enterprise-level API integration |
Pros & Cons
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
AI Code Review Action
Pros
- •Easy integration into GitHub workflows
- •Automated pull request reviews
- •Context-aware line-by-line comments
Cons
- •Generates redundant comments
- •Struggles with larger code diffs
- •Overwhelming volume of feedback
Our Recommendation
Based on the comparison above, we recommend AI Code Review Action for most users because:
- Best overall feature set
- Competitive pricing
- Strong user ratings