Jellyfish

Name: Jellyfish
Brand: Jellyfish
Rating: 4.4 (453 reviews)

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

Analytics Business Intelligence Productivity

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4.4(453 across the web)

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Reviews onTrustRadiusG2Capterra

453 reviews tracked

The Bottom Line

Entry price

Paid plans only

Biggest pro

Provides a comprehensive, unified view of engineering performance across the SDLC.

Biggest con

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

TL;DR - Jellyfish

Unifies developer tool data for engineering productivity insights.
Measures AI impact, optimizes resources, and improves delivery predictability.
Standardizes engineering metrics and automates financial reporting for R&D.

Pricing: Paid only

Best for: Enterprises & pros

4.4/5 across review platforms

What is Jellyfish?

Editorial review

Jellyfish is a Software Engineering Intelligence Platform that unifies data from various developer tools to provide comprehensive insights into engineering productivity, efficiency, and impact. It helps R&D organizations, engineering leaders, managers, and product leaders understand how AI affects productivity, identify bottlenecks, and optimize resource allocation across the software development lifecycle (SDLC). The platform enables organizations to standardize engineering metrics based on frameworks like DORA and SPACE, gain visibility into deliverables, and align engineering efforts with strategic priorities. It also assists in automating financial reporting for capitalization and R&D tax credits, and improving developer experience by identifying workflow friction. By integrating with a wide array of existing tools, Jellyfish provides a complete view of engineering health, allowing teams to make data-driven decisions to increase delivery predictability, elevate team performance, and ensure resources are focused on what matters most.

Available on: Web

LCLouis CorneloupUpdated May 26, 2026 · how we evaluateSourcejellyfish.co ↗

Pros & Cons

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.

Ratings Across the Web

4.4(453 reviews)

Jellyfish holds an aggregate rating of 4.4 out of 5 from 453 reviews across TrustRadius, G2 and Capterra, last checked August 18, 2026.

Ratings aggregated from independent review platforms. Learn more

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 VisibilityDelivery Predictability (capacity data, risk alerts, scenario modeling)Engineering Effort Alignment with Strategic PrioritiesTeam Performance Metrics, Trends, and RecommendationsDeveloper Experience Improvement (survey insights, workflow friction identification)

Pricing Plans

Pricing checked Aug 18, 2026

Contact Us

Engineering Management
AI Impact
Team Effectiveness
DevFinOps

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Is Jellyfish worth the price?

60/100

Jellyfish's pricing model, being exclusively 'Contact Us', suggests an enterprise-focused solution that is likely expensive.

This approach typically indicates a high-value, customized offering rather than a budget-friendly option. It's best suited for large R&D organizations with significant budgets looking for comprehensive developer productivity insights.

Hidden Costs & Gotchas

Likely high minimum seat counts

Potential for long-term contracts

Custom implementation fees

Additional modules may incur extra costs

How Jellyfish Compares to Competitors

Compared to competitors like LinearB, which offers tiered pricing starting around $10/user/month for basic features and custom enterprise plans, Jellyfish's 'Contact Us' model positions it at the higher end. While LinearB provides transparent entry points, Jellyfish's approach implies a more bespoke and potentially more costly solution, similar to highly specialized platforms like Pluralsight Flow (formerly GitPrime) which also often requires custom quotes for larger teams.

Reviews

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4.4/5

Across 453 verified user reviews on G2, Capterra, TrustRadius

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Best Jellyfish Alternatives

Top alternatives based on features, pricing, and user needs.

SwarmiaFreemium

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LinearBFreemium

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WaydevPaid

Leverage AI to optimize engineering performance and accelerate your software development lifecycle.

Pluralsight FlowPaid

Transform engineering data into actionable insights for faster delivery and improved team collaboration.

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Still deciding?

Most buyers shortlist 2 or 3 tools before committing. Pull a side-by-side comparison or browse the full alternatives shortlist below.

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Jellyfish FAQ

How does Jellyfish help R&D organizations understand the impact of AI on productivity?

Jellyfish unifies data from various developer tools to provide comprehensive insights into engineering productivity, efficiency, and impact. This allows R&D organizations to analyze how AI technologies are affecting their development workflows and output. The platform helps identify bottlenecks and optimize resource allocation across the software development lifecycle in the context of AI adoption.

Which teams benefit most from using Jellyfish?

Jellyfish is designed for R&D organizations, engineering leaders, managers, and product leaders. It provides insights that help these roles understand engineering productivity, identify bottlenecks, and optimize resource allocation. The platform supports data-driven coaching and 1:1s for engineering managers.

How is Jellyfish priced?

Jellyfish is a paid product and does not include a permanently free tier. Specific pricing information is not publicly available and typically requires a demo to obtain cost details. This approach allows for tailored pricing based on organizational needs.

What kind of financial reporting can Jellyfish automate?

Jellyfish automates financial reporting specifically for capitalization and R&D tax credits. This feature helps organizations save time and ensures compliance with financial regulations. It streamlines the process of tracking and reporting engineering-related expenditures for financial purposes.

How does Jellyfish compare to Pluralsight Flow?

Jellyfish provides a comprehensive, unified view of engineering performance across the entire software development lifecycle, aiming to offer broad insights. It focuses on integrating data from various developer tools to give a complete picture of engineering health. This allows for identifying bottlenecks and increasing delivery predictability.

What are the main trade-offs when implementing Jellyfish?

A primary trade-off is the initial setup effort required for integrating Jellyfish with existing developer tools. Additionally, its focus is heavily on engineering metrics, which may limit its direct relevance for non-technical roles within an organization. There is also no free tier or public pricing information available, necessitating a demo for cost details.

Can Jellyfish help improve developer experience?

Yes, Jellyfish assists in improving developer experience by identifying workflow friction within the software development lifecycle. By providing insights into engineering health, the platform helps teams make data-driven decisions to optimize processes. This leads to increased team satisfaction and efficiency.

Source: jellyfish.co

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