Quick Summary
GitLab Duo
An AI-powered assistant integrated into GitLab, enhancing development workflows with smart code suggestions, security insights, and workflow automation.
Rating:
4.2/5
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
1st
GitLab Duo
AI Assistant
2nd
Gorilla
AI Assistant
Features
Features
| Feature | GitLab Duo | Gorilla |
|---|---|---|
| Subtype | Plugin, Web App | Web App |
| Recommendation | Promising | Ignore |
| Smart Code Suggestions | Real-time assistance during development to reduce cognitive load | — |
| Natural Language Code Explanations | Easily understand complex codebases with plain language explanations | — |
| Automated Test Generation | Ensures comprehensive test coverage | — |
| Proactive Vulnerability Detection | Identifies and explains vulnerabilities before deployment | — |
| AI-Powered Merge Request Summaries | Streamlines code review processes | — |
| Interactive Chat Interface | Quick help with configurations and Git commands | — |
| CI/CD Pipeline Root Cause Analysis | Identifies pipeline failures and suggests solutions | — |
| AI Impact Dashboard | Tracks development metrics and productivity improvements | — |
| 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 | GitLab Duo | Gorilla |
|---|---|---|
| Free | $0 Basic AI capabilities for individual developers | $0 Basic API invocation capabilities |
| Pro | $25/month Advanced workflow automation and vulnerability scanning | $18/month Enhanced API matching and lower latency |
| Enterprise | Custom Enterprise-level customization and support | Custom Scalable deployment with enterprise-level API integration |
Pros & Cons
GitLab Duo
Pros
- •Strong integration across the DevSecOps pipeline
- •Proactive security vulnerability detection
- •Streamlined workflows through AI-powered merge requests
- •Context-aware root cause analysis for CI/CD
Cons
- •IDE integration lags behind competitors
- •Initial setup can be complex
- •Some features are still in beta
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 GitLab Duo for most users because:
- Best overall feature set
- Competitive pricing
- Strong user ratings