Jellyfish vs Allstacks

Jellyfish8.8Visit Allstacks8.2Visit

Higher score Jellyfish #2 in Software Development Analytics Tools 8.8/10 Pricing on request ✓ 1 of 3 features Visit Jellyfish

vs

Allstacks #7 in Software Development Analytics Tools 8.2/10 Paid ✓ 1 of 3 features Visit Allstacks

• Jellyfish fits best

  Organizations tracking engineering investment and AI impact

• Allstacks fits best

  Larger teams needing forecasting and portfolio reporting

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Side by side

Feature	Jellyfish 8.8/10 Visit ↗	Allstacks 8.2/10 Visit ↗
At a glance
Editor score	8.8	8.2
Ranking	#2 in Software Development Analytics Tools	#7 in Software Development Analytics Tools
Best for	Organizations tracking engineering investment and AI impact	Larger teams needing forecasting and portfolio reporting
Pricing model	Paid	Paid
Starting price	—	—
Free plan	—	—
Free trial	—	—
Deployment	Cloud	Cloud
Platforms	Web	Web
Support	Docs	Email, Phone
Compliance	SOC 2	SOC 2, GDPR, SSO/SAML
Integrations	10 integrations	30+ integrations
Built for	Small business, Mid-market, Enterprise	Mid-market, Enterprise
Features Jellyfish 1/3 · Allstacks 1/3
DORA metrics	✓	✓
Developer experience surveys	Not checked yet	Not checked yet
Team-level reporting	Not checked yet	Not checked yet
Specs
Data source connectors	Not checked yet	Not checked yet
Delivery metrics	Not checked yet	Not checked yet
Deployment option	Not checked yet	Not checked yet
Our review
Pros	Tracks DORA, delivery, and reliability metrics across engineering workflows Analyzes AI-tool adoption, usage, and productivity across multiple tools Links engineering investment allocation with developer experience and delivery	Combines DORA, Flow and SPACE metrics with delivery-risk analysis. Forecasting, AI adoption measurement and portfolio reporting cover broad needs. Connects project, source-control, CI/CD and collaboration tools.
Cons	Quote-based pricing varies by seats and selected modules Cloud-only deployment may not suit teams requiring another hosting model Wide-ranging analytics may exceed the needs of teams seeking a single metric tool	Growth starts at $400 per contributor per year, billed annually. Growth caps usage at 500 contributors and limits historical ingestion to two years. Product Studio Starter is available free only for a limited time.
Our verdict	Engineering leaders, managers, platform and product teams, and finance groups can use Jellyfish to connect data from development and delivery systems with business outcomes. The cloud platform covers DORA metrics, workflow analytics,… Read the review →	Allstacks connects project-management, source-control, CI/CD, collaboration and AI coding tools to analyze software delivery for product and engineering teams. Its focus is scaling organizations that need a shared view of delivery… Read the review →

Strengths and trade-offs

• Jellyfish — where it wins

  • Tracks DORA, delivery, and reliability metrics across engineering workflows
  • Analyzes AI-tool adoption, usage, and productivity across multiple tools
  • Links engineering investment allocation with developer experience and delivery

  Where it doesn't

  • Quote-based pricing varies by seats and selected modules
  • Cloud-only deployment may not suit teams requiring another hosting model
  • Wide-ranging analytics may exceed the needs of teams seeking a single metric tool

• Allstacks — where it wins

  • Combines DORA, Flow and SPACE metrics with delivery-risk analysis.
  • Forecasting, AI adoption measurement and portfolio reporting cover broad needs.
  • Connects project, source-control, CI/CD and collaboration tools.

  Where it doesn't

  • Growth starts at $400 per contributor per year, billed annually.
  • Growth caps usage at 500 contributors and limits historical ingestion to two years.
  • Product Studio Starter is available free only for a limited time.

• Jellyfish8.8/10 · Pricing on request

  Connect engineering delivery, investment, developer experience, and AI-tool impact in one cloud platform.

  Visit JellyfishFull verdict →
• Allstacks8.2/10 · Paid

  Cross-tool delivery analytics with forecasting and portfolio reporting, priced for larger teams.

  Visit AllstacksFull verdict →