Jellyfish
Jellyfish: A broad engineering intelligence platform for investment and AI-impact analysis. Ranked #17 of 21 in Value Stream Management Software by our editors (6.9/10); pricing: Pricing on request; best for engineering organizations analyzing investment and AI impact.
At a glance
- Editor score6.9 / 10
- PricingPricing on request
- Best forEngineering organizations analyzing investment and AI impact
- Free planNo
- Founded2017 · Boston, United States
- Facts checked20 Sep 2026
Where it wins
- Tracks DORA, delivery, reliability, and custom engineering metrics
- Analyzes AI-tool adoption, usage, token spend, and productivity impact
- Connects engineering data with investment allocation and business analysis
Where it doesn't
- No free plan is available
- Pricing is quote-based and varies by seats and selected modules
- The platform is web-based rather than offered as a desktop application
Our verdict on Jellyfish
Jellyfish is a cloud-based software engineering intelligence platform for engineering leaders, managers, platform teams, product leaders, and finance teams. It connects data from development and delivery systems to give organizations visibility into DORA metrics, workflow performance, developer experience, AI-tool impact, engineering investment, and software delivery outcomes. Its scope suits organizations that need to connect engineering activity with resource allocation and business analysis rather than teams seeking a narrow delivery dashboard.
The platform’s strongest fit is its breadth of measurement. Jellyfish tracks deployment frequency, lead time, change failure rate, and mean time to resolution, while also supporting delivery analytics, reliability metrics, custom calculations, dashboards, benchmarking, and developer-experience surveys. Its AI Impact plan covers adoption and usage trends, AI developer-experience analysis, multi-tool evaluation, token spend metrics, and AI productivity insights. The Developer Productivity plan adds AI-driven recommendations, investment allocation insights, DORA, SPACE, and AI metrics, industry benchmarking, and AI-powered queries. Integrations include Jira, GitHub, Linear, Azure DevOps, GitHub Copilot, Cursor, Claude Code, Codex, Amazon Q Developer, and Gemini Code Assist.
Pricing is contact-sales and varies by seats and selected modules. The published plans are AI Impact, Developer Productivity, and DevFinOps. DevFinOps focuses on R&D tax credits, software capitalization, investment allocations, SOC 1 Type II compliance, and audit-ready reports. That modular structure can suit organizations evaluating engineering costs, delivery performance, and AI adoption together, but it also makes Jellyfish a less natural choice for buyers seeking a simple, narrowly focused metrics tool or a free starting point. Choose it when cross-functional engineering intelligence and investment analysis are priorities; look elsewhere if minimal scope or self-serve access matters most.
Your product? Our editors can test Jellyfish in depth and publish a review, labelled as paid · from $149/mo →
Jellyfish pricing
All 3 Jellyfish plans and prices →
Jellyfish fact sheet
| Free plan | No |
|---|---|
| Paid from | Not verified |
| Value stream mapping | Not verified |
| Flow metrics | Not verified |
| Dependency mapping | Not verified |
| Delivery forecasting | Not verified |
| Portfolio visibility | Not verified |
| Value stream limit | Not verified |
| Analytics retention | Not verified |
| Deployment | Cloud |
| Platforms | Web |
| Compliance & security | SOC 2 |
| Support | Docs |
| Built for | Small business, Mid-market, Enterprise (editorial estimate) |
| Integrations | 10 integrations: Jira, GitHub, Claude Code, Cursor, Linear, GitHub Copilot … See all → |
| Pricing | Pricing on request (source) |
| Website | jellyfish.co |
| Facts checked | 20 Sep 2026 |
Jellyfish integrations
Jellyfish lists 10 integrations on its own site.
- Jira
- GitHub
- Claude Code
- Cursor
- Linear
- GitHub Copilot
- Azure DevOps
- Codex
- Amazon Q Developer
- Gemini Code Assist
See all Jellyfish integrations →
Alternatives to Jellyfish
- Atlassian Value Stream ManagementA broad value-stream suite for enterprises already centered on Atlassian tools.9.3
- Digital.ai Intelligent Value Stream PlatformEnd-to-end delivery intelligence for enterprises managing complex software portfolios.8.9
- ServiceNow Value Stream ManagementA broad ServiceNow approach to governing delivery flow across enterprise toolchains.8.8
See all Jellyfish alternatives →
Also Ranked In
Jellyfish is ranked in 3 of our directories.
Used Jellyfish? Be the first to review it
The editor score above is our own research. What this page doesn't have yet is a reader's view — what you used Jellyfish for, what worked and what didn't. No stars are seeded and no review is paid for; an editor reads every one before it appears.
Write a reviewTwo minutes · verified accounts only · read by an editor before it appears
Featured on iTechGuides
Jellyfish is listed in our Value Stream Management Software directory. Add the badge to your site — it links back to this page.
<a href="https://www.itechguides.com/products/jellyfish/"><img src="https://www.itechguides.com/best/badge/jellyfish.svg" alt="Featured on iTechGuides" width="230" height="46"></a>
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
Last updated · How we research and update