Jellyfish reports on your engineering org. LinearB improves it.

AI has accelerated your code output. The bottleneck is now in review, testing, and deployment. Jellyfish has a dashboard for that. LinearB has automation, independent AI code review, and metrics for every level of your org.

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Trusted by the teams transforming software delivery

Your teams are shipping more code with AI. Delivery needs to change.

AI coding tools generate code faster than your review process can handle. Every PR an AI assistant writes needs a human to review, approve, and merge it at the same pace they always have. The bottleneck has shifted downstream. Jellyfish tracks how fast AI is producing code. LinearB automates the bottleneck it creates. gitStream routes PRs, enforces review policies, and triggers test enforcement automatically. Expedia reinvests 2,000 developer hours monthly through 200,000+ PR automations. Yum! Brands automates 321 developer hours per month.

Jellyfish shows you the problem. You still have to fix it manually.

Every Jellyfish insight ends with a dashboard. There is no workflow automation, no policy-as-code engine, no gitStream equivalent. When your cycle time spikes, Jellyfish generates a report. LinearB routes the PR, enforces the review policy, and closes the bottleneck automatically.  This is not a product roadmap gap. Jellyfish has existed for years without building an automation engine. It is a deliberate product choice: they are simply a reporting tool.

Jellyfish measures what AI review agents found. LinearB reviews the code they wrote.

Jellyfish tracks third-party code review agents such as CodeRabbit, GitHub Copilot-Reviewer, Graphite. It reports on what they flagged. It cannot catch what they missed, and it has no mechanism to enforce quality standards independently of the AI that wrote the code. LinearB's AI code review runs as a separate layer. It catches security risks, bugs, performance issues, and spec mismatches before merge regardless of what AI tool generated the code.

A platform your engineering managers ignore is half a platform.

Jellyfish is built for your CFO. Adoption drops sharply at the engineering manager and developer level. Jellyfish's own customers report in independent evaluations. LinearB delivers cycle time visibility, bottleneck detection, and workload balancing at the team level. Developers get gitStream automations that remove friction from their daily work. Platform and DevEx leads get survey data and MCP-driven insights.

Don't take our word for it.

Enterprises choose LinearB because metrics aren’t enough. Get real-time visibility and developer-first automations to measure and scale AI productivity outcomes.

By providing real time visibility, automation, and workflow control, LinearB enables our teams to focus on delivering value, improving developer satisfaction, and continuously optimizing our processes.

Guillermo Manzo

Director DevEx

Every time we run into a new PR problem, we ask: can LinearB automations solve this too? And so far, it's done exactly what we've needed.

Bart Dziekan

Head of Cloud Solutions

We started comparing the AI-generated retros to our actual sprint progress, and it made us look deeper.

Alex L.

Senior Engineering Manager

Setting the record straight

Jellyfish's comparison page has a number of false claims regarding LinearB capabilities. We wanted to set the record straight and provide you the real picture.

Developer Surveys

LinearB has a dedicated Developer Surveys product. Survey developers to capture qualitative feedback, compare perceived productivity to delivery data, and justify DevEx investments to executive leadership.

Developer Experience

LinearB has a full Developer Experience platform pillar — described as "the control plane for developer experience teams." Includes DevEx dashboard, survey integration, AI adoption tracking, and developer health metrics.

Security

LinearB never accesses, stores, or scans source code. The platform reads Git metadata only. LinearB's security page navigation reads verbatim: "Enterprise-grade compliance and zero code access." The security FAQ answers this three separate times.

MCP Server

LinearB's MCP Server connects to Claude, ChatGPT, and other AI clients. Ask natural language questions about your delivery data, get recommendations, and build custom reports without touching a dashboard.

Compliance

LinearB displays both SOC 1 Type II and SOC 2 Type II compliance badges on its security page, side by side, with the statement: "LinearB is proud to be externally verified as compliant to the following standards."

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Stop buying dashboards. Start helping your developers do more.

LinearB

Jellyfish

Workflow automation (gitStream)

Independent AI code review

AI tool visibility

Limited

Developer experience surveys

DevEx metrics

Developer-level daily utility

AI-powered natural language interface

Resource & investment allocation

Delivery forecasting

Cost capitalization

Executive reporting

Self-service configuration

Limited

SOC 2 Type II

SOC 1 Type II financial compliance

Source code access

ISO 27001

Limited

Teams that chose LinearB over Jellyfish

"LinearB delivers actionable insights at every organizational level, not just high-level reporting. Custom Metrics builder is a real difference maker."

Chief Technology Officer

"Jellyfish has a wider scope of features but LinearB insights are more structured, actionable, and trustworthy to our team"

"LinearB dashboards are more crisp and dependable for organizing team allocation and reporting"

FAQs

Jellyfish claims 9 out of 10 teams choose them after an evaluation. What's LinearB's win rate?

What about cost capitalization and financial reporting? Jellyfish seems stronger there.

How does LinearB compare on delivery forecasting and scenario planning?

Jellyfish says LinearB accesses our source code. Is that true?

Jellyfish says LinearB has no developer surveys. Do you?

How long does it take to get value from LinearB?

What happens to our Jellyfish data when we switch?

Start building your holistic improvement strategy today

We'll run gitStream live in front of you — deploy an automation in real time. That's something Jellyfish can't replicate on the spot.

No credit card required · SOC 2 Type II + SOC 1 Type II certified · Code never accessed