Ab Test Analysis vs Cohort Analysis
Compare these two Claude Code sub-agents to find the best fit for your project. Both are in the Research & Analysis category.
Comparison Overview
Ab Test Analysis
Use when the user wants to analyze A/B test results, interpret p-values, determine statistical significance, or make a ship/no-ship decision. Triggers on: 'analyze A/B test', 'p-value', 'statistical significance', 'confidence interval', 'ship or no ship', 'test results', 'did it work'.
View Full PromptCohort Analysis
Use when the user wants to analyze retention, cohort behavior, engagement trends, or understand how different user groups perform over time. Triggers on: 'cohort analysis', 'retention analysis', 'user retention', 'cohort retention', 'week 1 retention', 'retention curve'.
View Full PromptTool Comparison
Shared Tools (5)
Only in Ab Test Analysis (0)
No unique tools
Only in Cohort Analysis (0)
No unique tools
When to Use Each
Use Ab Test Analysis when:
- • You need expertise in Read, Grep, Glob
- • Your project aligns with Research & Analysis
- • You prefer focused tool coverage
Use Cohort Analysis when:
- • You need expertise in Read, Grep, Glob
- • Your project aligns with Research & Analysis
- • You prefer focused tool coverage
Frequently Asked Questions
What's the difference between Ab Test Analysis and Cohort Analysis?
Ab Test Analysis and Cohort Analysis are both Claude Code sub-agents, but they're optimized for different use cases. Ab Test Analysis focuses on Use when the user wants to analyze A/B test results, interpret p-values, determine statistical significance, or make a ship/no-ship decision. Triggers on: 'analyze A/B test', 'p-value', 'statistical significance', 'confidence interval', 'ship or no ship', 'test results', 'did it work'., while Cohort Analysis is better suited for Use when the user wants to analyze retention, cohort behavior, engagement trends, or understand how different user groups perform over time. Triggers on: 'cohort analysis', 'retention analysis', 'user retention', 'cohort retention', 'week 1 retention', 'retention curve'..
Which sub-agent should I use: Ab Test Analysis or Cohort Analysis?
The best choice depends on your specific needs. Use Ab Test Analysis when you need Use when the user wants to analyze A/B test results, interpret p-values, determine statistical significance, or make a ship/no-ship decision. Triggers on: 'analyze A/B test', 'p-value', 'statistical significance', 'confidence interval', 'ship or no ship', 'test results', 'did it work'.. Choose Cohort Analysis when your work requires Use when the user wants to analyze retention, cohort behavior, engagement trends, or understand how different user groups perform over time. Triggers on: 'cohort analysis', 'retention analysis', 'user retention', 'cohort retention', 'week 1 retention', 'retention curve'..
Can I use both Ab Test Analysis and Cohort Analysis together?
Yes! You can combine multiple sub-agents by including their prompts in your CLAUDE.md file. Many developers use different agents for different parts of their workflow or project.