Jellyfish Alternatives for Teams Under 100 Engineers

Jellyfish is a good product aimed at a specific buyer: an organisation large enough that executive reporting on engineering investment is a recurring problem, and large enough that a six-figure platform is a small line item.

If you're under 100 engineers, you're probably here because the quote was surprising, the sales-only process is slow, or the feature set turned out to be aimed at a reporting layer you don't have. All three are reasonable reasons.

Based on vendor documentation, public sources and third-party buyer data. Not a hands-on pilot.

What you're actually replacing

Be specific before shortlisting, because Jellyfish bundles three separable jobs:

Investment allocation — where engineering time went, mapped to business categories. Genuinely hard to replace at depth. LinearB does a lighter version; Swarmia does lighter still.

Executive reporting — board-ready summaries. If nobody at your company is presenting engineering metrics to a board, this is the part you were paying for and don't need.

Delivery metrics — DORA and cycle time. Widely available, including free.

Most teams under 100 engineers discover they were buying the third job at the price of all three.

The alternatives

LinearB — the closest like-for-like at a smaller scale. Delivery metrics plus lighter investment allocation, and gitStream for automating pull request routing and review assignment inside the PR lifecycle. Natural fit at 30–200 engineers with disciplined Jira usage.

Swarmia — for teams where the problem is behavioural rather than reporting. Delivery metrics paired with developer experience surveys as a core capability, plus working agreements the team commits to and the tool tracks. Different theory of change: engage the team rather than report on it.

DX — if the gap is understanding why rather than what. Survey-led, built around the Developer Experience Index. Note that the exact DXI question set is proprietary, so you can't replicate the index elsewhere or benchmark outside their dataset.

Koalr — publishes pricing, which at this size matters more than it sounds. Growth at $39 per seat monthly covers DORA, PR cycle time, review analytics and CODEOWNERS enforcement; Business at $55 adds deployment risk scoring. Self-serve evaluation without a sales cycle.

GitKraken Insights — the low end at $9–19 per contributor. Worth a look if the requirement is delivery metrics and the budget is genuinely tight.

Apache DevLake — free and self-hosted. Ingests from GitHub, GitLab, Jira, Jenkins and dozens more into pre-built DORA dashboards via Grafana. The cost is platform engineering capacity: Docker or Helm deployment, database management, ongoing maintenance. Free is not cheap if nobody owns it.

Waydev — contributor-level git analytics, closest to the GitPrime tradition. Included for completeness with a caveat: the rest of the field is deliberately moving away from individual-level measurement, and it's worth understanding why before choosing it.

The pricing point that matters at this size

Vendor data puts Jellyfish's median annual contract at $35,920, with deals at 50–150 seats commonly landing between $50,000 and $120,000 a year. Published-price alternatives at $39–55 per seat monthly work out to roughly $23,000–33,000 annually at 50 seats — in the same territory as the low end, without the sales cycle or the 4–8 week deployment.

The real saving under 100 engineers usually isn't the licence. It's the evaluation time. Self-serve tooling lets you test three options in the time a single enterprise sales process takes to produce a quote.

How to choose in one pass

• Bottleneck is review or routing → LinearB
• Bottleneck is team dynamics, ownership, trust → Swarmia
• You need to know why, not what → DX
• You just need DORA and a budget → Koalr, GitKraken Insights
• You have platform capacity and no budget → Apache DevLake
• A board genuinely reads your engineering metrics → stay with Jellyfish and negotiate

Frequently asked

Is there a cheaper Jellyfish? Not exactly — nothing else matches its investment allocation depth. The alternatives are cheaper because they do less, and under 100 engineers "less" is usually the right amount.

Will I lose executive reporting? You'll lose the polished version. Most alternatives export enough to build a board slide manually. If that slide is produced quarterly, manual assembly is cheaper than the licence difference.

Can I migrate historical data? Not directly between platforms. Most tools backfill delivery metrics from your repositories, which recovers DORA history but not vendor-specific derived measures.

What about self-hosted plus a survey tool? Viable and increasingly common: DevLake for delivery metrics, a standalone survey for experience. Two specialised tools frequently beat one platform trying to do everything, provided someone owns the infrastructure.