AI TOOL PROFILE
Multitudes: Team Analytics and Developer Productivity
- Software Development
- Analytics and Reporting
- Engineering managers
- VP of Engineering
- CTOs
- Software development companies
- Enterprise engineering organizations
Pricing
Pricing starts at $20 per contributor per month for the Standard plan. An Enterprise plan is available for $45 per contributor per month, which includes SSO and a dedicated success manager.
At a glance
- Best for
- Engineering managers, VP of Engineering, CTOs, Software development companies, Enterprise engineering organizations
- Key use cases
- Monitoring AI Rollouts, Identifying Delivery Blockers, Improving Team Collaboration, Balancing Work Types
- Integrations
- GitHub, Jira, Linear, PagerDuty, Opsgenie
- Official website
- Visit Multitudes official website
How AI is used
Multitudes is a team analytics platform designed for software engineering organizations. It tracks industry-standard metrics, such as DORA, SPACE, and DevEx, with a focus on the impact of AI tooling on a codebase.
The tool is designed for engineering teams, managers, and senior leaders who need visibility into team workflows. It helps identify blocked work, monitors developer wellbeing, and provides nudges via Slack to support collaboration and review practices.
The platform provides suggested conversation-starters and experiments to help managers lead continuous improvement. It includes a feature for detecting "AI slop," which identifies potential risks or declines in code quality that may occur during the rollout of AI coding assistants.
Buyers should confirm that the platform relies on integrations with their existing development stack to pull data, and that the amount of historical data available depends on the chosen pricing plan.
Key Features
AI Impact Tracking
Monitors how AI tools affect AI adoption, developer productivity, codebase quality, and team wellbeing.
AI Slop Detection
Identifies early signs of reduced code quality or issues in the human review process for AI-generated code.
Engineering Metrics
Measures DORA, SPACE, and DevEx metrics to track change lead time, merge frequency, and PR size.
Action Recommendations
Provides coaching questions and action nudges delivered through Slack to support team improvement.
Collaboration and Wellbeing Insights
Highlights where work is blocked and monitors for indicators such as high volumes of out-of-hours pages.
Use Cases
Monitoring AI Rollouts
Tracking the impact of AI tooling on code quality and delivery speed to help teams adjust their rollout strategy.
Identifying Delivery Blockers
Using data to find blocked work or areas where developers are waiting for reviews.
Improving Team Collaboration
Using collaboration data and Slack nudges to support feedback practices and knowledge sharing.
Balancing Work Types
Gaining visibility into the distribution of work between new features, tech debt, bugs, and support.
Integrations
- GitHub
- Jira
- Linear
- PagerDuty
- Opsgenie
- Google Calendar
- Outlook
- Slack
FAQ
What is a 'contributor' in Multitudes pricing?
- A contributor is anyone doing work for a team (such as a GitHub contributor) whose data is included in the platform's insights.
How does Multitudes help with AI rollouts?
- It provides leading indicators of AI's impact on code quality and adoption, including 'AI slop' detection to identify risks in AI-generated code.
Is there a free trial available?
- Yes, Multitudes offers a free 2-week trial that does not require a credit card.
Which plan is best for large organizations needing SSO?
- The Enterprise plan, priced at $45 per contributor per month, is required for Enterprise-Grade Authentication (SSO) and security compliance reports.
Source category: Software Development
Source subcategory: Analytics & Reporting
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