shouldiuse.io

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Should I Use Jellyfish?

jellyfish.co·Analyzed 1 week ago··Based on 10 sources

Jellyfish is the intelligence platform for AI-Integrated engineering, helping R&D teams understand impact, adopt best practices, and make smarter decisions.

Verdict

Depends

Buy if you lead a 100+ engineer org needing R&D analytics for exec reporting — it's the category's most established player.

Confidence: Medium

Skip if you're a small or mid-size team; opaque pricing and seat costs make it overkill.

Enterprise engineering-intelligence platform. Powerful, but hidden pricing from ~$19K/yr — overkill below ~100 engineers.

Key stats

  • Value for money: 2/5

    Rating

  • ~$19K–$36K/yr median

    Starting price

  • 10

    Sources

  • Analyzed

  • Value for money: 2/5. Hidden pricing; median deals ~$19K–$36K yearly
  • Ease of use. No usable evidence in sources reviewed
  • Feature depth: 4/5. Most established platform per 2026 comparisons
  • Support quality. No usable evidence in sources reviewed
  • Security posture: 4/5. Trust center, published advisories, no public CVEs
  • $19K–$36K Median annual price No public list price; sales-quoted
  • 90% Would recommend Vendor-cited G2 survey
  • $117M Total funding Series C led by Accel, Tiger Global
  • 15 quarters G2 category leader Vendor-cited streak

Pricing

Enterprise (custom quote)

~$19K–$36K/yr median

  • Seat-based pricing
  • Full platform access
  • Sales-negotiated contract
Best for and not for

Best for

  • Engineering leaders at 100+ dev orgs
  • Enterprises tracking AI-assisted engineering
  • R&D execs needing board-level reporting
  • Multi-team orgs with dedicated engineering ops

Not for

  • Startups under ~50 engineers — serious overkill
  • Teams without $20K+/yr budget headroom
  • Anyone wanting simple velocity dashboards
  • Buyers who need transparent, self-serve pricing

Biggest gotcha

  • highPricing is opaque — expect a sales process and quotes starting near $19K/year³
  • mediumSeat-based pricing: costs scale with every engineer added¹
  • mediumG2 reviewers specifically flag pricing as a pain point⁵

Pros

  • Vendor says 90% of surveyed users would recommend it¹
  • G2 category leader for 15 consecutive quarters (vendor claim)¹
  • Users praise its clear engineering visibility⁵
  • Described as the most established choice in comparisons⁶
  • Maintains a public trust center with security advisories²

Cons

  • No public pricing; sales-driven quotes only³
  • Median contracts reportedly $19K–$36K per year⁴
  • G2 reviews surface pricing complaints⁵
  • Competitors cite 36 mentions of a recurring theme in negative G2 reviews⁷

Security

No known vulnerabilities found in the sources reviewed.

What users say

G2 users consistently praise Jellyfish's visibility, while pricing is the recurring complaint, and the vendor cites a 90% recommendation rate.

Alternatives

Compare Jellyfish with each alternative.

  • DX

    Top-listed Jellyfish alternative in 2026 comparisons

Companies that use it

Methodology

Based on 10 usable public sources; many search results were unrelated 'jellyfish' content (marine animals, agencies, Jellyfin) and were excluded. Review quotes were too truncated to cite verbatim.

Sources

  1. Jellyfish — official site and G2 leadership claimsjellyfish.co
    official
  2. Jellyfish Trust Centertrust.jellyfish.co
    security
  3. Jellyfish Pricing 2026: no list pricecodepulsehq.com
    review
  4. Jellyfish Pricing from Actual Buyerspricelevel.com
    review
  5. Jellyfish G2 reviews and pricing feedbackg2.com
    review
  6. Enji.ai vs LinearB vs Jellyfish comparisonenji.ai
    review
  7. Best Jellyfish Alternative — GitClear on negative G2 reviewsgitclear.com
    review
  8. Jellyfish — Pitchbook funding profilepitchbook.com
    news
  9. Gartner: Top Jellyfish Platform Alternatives 2026gartner.com
    news
  10. Salsify case studyjellyfish.co
    official

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