GitLab vs Sift
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
GitLab offers more features (62 vs 16) and more integrations (7 vs 0). Starting price: GitLab at $15/mo vs Sift at Contact Sales. GitLab has 62 unique features while Sift has 16 unique features, with 0 features in common.
| GitLab | Sift | |
|---|---|---|
| Category | Cybersecurity | Cybersecurity |
| Total Features | 62 | 16 |
| AI-Powered Features | 14 | 13 |
| Starting Price | $15/mo | Contact Sales |
| Pricing Tiers | 6 | 0 |
| Integrations | 7 | 0 |
| Shared Features | 0 | |
| Shared Integrations | 0 | |
| Data Quality | 90% | 40% |
Feature Comparison by Category
AI (14 vs 0)
| Feature | GitLab | Sift |
|---|---|---|
| AI Catalog | ||
| AI Chat in the IDE | ||
| AI Code Suggestions in the IDE | ||
| Agentic Chat | ||
| Automated Flows | ||
| Custom Agents | ||
| Custom Flows | ||
| External Agents | ||
| Foundational Agents & Flows | ||
| GitLab Duo Agent Platform | ||
| GitLab Duo Enterprise | ||
| GitLab Duo Pro | ||
| Model Context Protocol Integrations | ||
| Model Selection |
Access Control (1 vs 0)
| Feature | GitLab | Sift |
|---|---|---|
| Guest Users |
Account Security (0 vs 3)
| Feature | GitLab | Sift |
|---|---|---|
| Account Activity Monitoring | ||
| Account Takeover Prevention | ||
| Signup Fraud Protection |
Analytics (5 vs 0)
| Feature | GitLab | Sift |
|---|---|---|
| Code and Productivity Analytics | ||
| Contributor Analytics | ||
| DORA4 Metrics | ||
| Insights and Health Reporting | ||
| Value Stream Management |
Authentication (0 vs 1)
| Feature | GitLab | Sift |
|---|---|---|
| Risk-Based Authentication |
Automation (0 vs 1)
| Feature | GitLab | Sift |
|---|---|---|
| AI-Powered Automation |
Code Review (2 vs 0)
| Feature | GitLab | Sift |
|---|---|---|
| Code Quality Reports | ||
| Multiple Approvers in Code Review |
Communication (1 vs 0)
| Feature | GitLab | Sift |
|---|---|---|
| Status Page |
Compliance (3 vs 0)
| Feature | GitLab | Sift |
|---|---|---|
| Audit Events | ||
| Compliance Dashboards | ||
| Compliance Frameworks |
Configuration (0 vs 1)
| Feature | GitLab | Sift |
|---|---|---|
| Rulesets |
Core (1 vs 0)
| Feature | GitLab | Sift |
|---|---|---|
| Source Code Management |
Core Detection (0 vs 4)
| Feature | GitLab | Sift |
|---|---|---|
| First-Party Abuse Detection | ||
| Fraud Detection | ||
| Post-Transaction Analysis | ||
| Real-Time Risk Decisioning |
Data & Intelligence (0 vs 1)
| Feature | GitLab | Sift |
|---|---|---|
| Global Data Network |
Deployment (1 vs 0)
| Feature | GitLab | Sift |
|---|---|---|
| GitLab Pages |
DevOps (3 vs 0)
| Feature | GitLab | Sift |
|---|---|---|
| Advanced CI/CD | ||
| Built-in CI/CD | ||
| Compute Minutes |
Development (1 vs 0)
| Feature | GitLab | Sift |
|---|---|---|
| Remote Development Workspaces |
Governance (1 vs 0)
| Feature | GitLab | Sift |
|---|---|---|
| Push Rules |
Infrastructure (1 vs 0)
| Feature | GitLab | Sift |
|---|---|---|
| Storage |
Integration (2 vs 0)
| Feature | GitLab | Sift |
|---|---|---|
| Jira Development Panel Integration | ||
| Remote Repository Pull Mirroring |
Monitoring (0 vs 1)
| Feature | GitLab | Sift |
|---|---|---|
| Transaction Monitoring |
Payment Security (0 vs 2)
| Feature | GitLab | Sift |
|---|---|---|
| Chargeback Prevention | ||
| Payment Fraud Prevention |
Performance (0 vs 1)
| Feature | GitLab | Sift |
|---|---|---|
| Split-Second Accuracy |
Project Management (12 vs 0)
| Feature | GitLab | Sift |
|---|---|---|
| Enterprise Agile Planning | ||
| Enterprise Agile Planning Seats | ||
| Escalation Policies | ||
| Issue Weights | ||
| Issue to Epic Promotion | ||
| Planning Hierarchy | ||
| Portfolio Management | ||
| Project Management | ||
| SLA Countdown Timer | ||
| SLA Management | ||
| Time Tracking | ||
| Wiki-based Project Documentation |
Security (11 vs 0)
| Feature | GitLab | Sift |
|---|---|---|
| Container Scanning | ||
| Dynamic Application Security Testing (DAST) | ||
| Fuzz Testing | ||
| Infrastructure as Code (IaC) Scanning | ||
| Protected Environments | ||
| Secret Detection | ||
| Security Dashboards | ||
| Security Policies | ||
| Software Composition Analysis (SCA) | ||
| Static Application Security Testing (SAST) | ||
| Vulnerability Management |
Support (1 vs 0)
| Feature | GitLab | Sift |
|---|---|---|
| Priority Support |
Testing (1 vs 0)
| Feature | GitLab | Sift |
|---|---|---|
| Create Test Cases from Within GitLab |
User Experience (0 vs 1)
| Feature | GitLab | Sift |
|---|---|---|
| Dynamic Friction |
Workflow (1 vs 0)
| Feature | GitLab | Sift |
|---|---|---|
| Merge Request Guardrails |
Unique Features
Only in GitLab (62)
Guest Users
Agentic Chat
AI Catalog
AI Chat in the IDE
AI Code Suggestions in the IDE
Automated Flows
Custom Agents
Custom Flows
External Agents
Foundational Agents & Flows
GitLab Duo Agent Platform
GitLab Duo Enterprise
GitLab Duo Pro
Model Context Protocol Integrations
Model Selection
Code and Productivity Analytics
Contributor Analytics
DORA4 Metrics
Insights and Health Reporting
Value Stream Management
+ 42 more unique features
Only in Sift (16)
Account Activity Monitoring
Account Takeover Prevention
Signup Fraud Protection
Risk-Based Authentication
AI-Powered Automation
Rulesets
First-Party Abuse Detection
Fraud Detection
Post-Transaction Analysis
Real-Time Risk Decisioning
Global Data Network
Transaction Monitoring
Chargeback Prevention
Payment Fraud Prevention
Split-Second Accuracy
Dynamic Friction
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