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
Korbit
An AI-powered code review assistant focused on automating pull request reviews and providing contextual insights.
Rating:
3.6/5
Tool Overview
1st
Gorilla
AI Assistant
2nd
Korbit
AI Code Review Assistant
Features
Features
| Feature | Gorilla | Korbit |
|---|---|---|
| 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 | — |
| Automatic Pull Request Review | — | Automates the process of pull request reviews for consistency |
| Handles Large and Small Diffs | — | Capable of managing both small and large code changes efficiently |
| Context-Aware Comments | — | Provides relevant comments based on code context |
| Volume of Comments | — | Generates a high volume of comments, making useful insights harder to identify |
Pricing
Pricing Plans
| Plan | Gorilla | Korbit |
|---|---|---|
| Free | $0 Basic API invocation capabilities | $0 Basic automated code review capabilities |
| Pro | $18/month Enhanced API matching and lower latency | $20/month Advanced review insights and better context management |
| Enterprise | Custom Scalable deployment with enterprise-level API integration | Custom Scalable deployments with priority support |
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
Korbit
Pros
- •Automates pull request reviews
- •Handles both large and small diffs effectively
- •Context-aware review comments
Cons
- •Generates redundant comments
- •Overwhelming volume of feedback
- •Limited clarity in prioritizing insights
Our Recommendation
Based on the comparison above, we recommend Gorilla for most users because:
- Best overall feature set
- Competitive pricing
- Strong user ratings