Looking for a Jellyfish alternative?

Jellyfish measures AI through tool usage data, token spend metrics, and developer surveys. Hivel detects AI-generated code at the commit level and traces it through PR, deployment, and production incidents. One tells you AI is used. The other tells you what AI code did to your codebase.

Yes. Hivel connects read-only and runs alongside anything you already have. Most teams see their first usable insight within 48 hours. Nothing to migrate, no write access to your code, no engineering lift.

Hivel publishes its Growth price: $25 per contributor per month billed monthly, or $20 billed annually, for teams of 20 to 200 developers. Above 200 developers, Enterprise pricing is custom. Jellyfish publishes no price at any tier; cost is quoted by sales based on seats and modules.

Yes. Hivel includes a native Cost Capitalization dashboard that automatically maps work item costs, story points, and Team Capacity Equivalents (TCE) directly to initiatives. It classifies capitalizable versus non-capitalizable spend, flags orphaned work costs, and exports audit-ready reports without requiring manual time-tracking. While Jellyfish handles capitalization through a dedicated DevFinOps module, Hivel includes this directly alongside your engineering outcome and AI leverage analytics.

Hivel connects read-only, and most teams see their first usable insight within 48 hours. Jellyfish reviewers describe a longer configuration phase, particularly initiative mapping and multi-project Jira setup.

Hivel never needs write access to your code. Connections are read-only, and Hivel is SOC 2, GDPR, and ISO compliant, with on-prem deployment available for regulated environments.