ToolScout.

Jellyfish

Jellyfish is a Software Engineering Intelligence Platform that unifies data from various developer tools to provide comprehensive insights into engineering productivit…

PaidPrice verified 2026-09-28Visit site ↗
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Our verdict

Who it's for

Transform developer tool data into actionable productivity insights for R&D in the AI era.

Who should look elsewhere

No free tier or public pricing information available, requiring a demo for cost details.

Pros

  • +Provides a comprehensive, unified view of engineering performance across the SDLC.
  • +Helps identify and resolve bottlenecks, leading to increased throughput and predictability.
  • +Automates financial reporting for R&D, saving time and ensuring compliance.
  • +Offers insights for improving developer experience and team satisfaction.
  • +Supports data-driven coaching and 1:1s for engineering managers.

Cons

  • −No free tier or public pricing information available, requiring a demo for cost details.
  • −Requires integration with existing tools, which might involve initial setup effort.
  • −Focuses heavily on engineering metrics, which might be less relevant for non-technical roles.

Key features

  • ✓AI Impact Measurement (adoption, spend, productivity, speed, quality)
  • ✓Developer Productivity Insights (bottleneck identification, focus/flow improvement)
  • ✓Standardized Engineering Metrics (DORA, SPACE framework)
  • ✓Resource Optimization and Allocation Visibility
  • ✓Delivery Predictability (capacity data, risk alerts, scenario modeling)
  • ✓Engineering Effort Alignment with Strategic Priorities
  • ✓Team Performance Metrics, Trends, and Recommendations
  • ✓Developer Experience Improvement (survey insights, workflow friction identification)

Pricing

PlanPriceBillingNotes
Contact Us—monthEngineering Management; AI Impact; Team Effectiveness

Integrations

GitHubJiraLinear

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