Get the full picture on your AI adoption and impact.

We'll show you exactly how AI is impacting your speed and code quality.

NO CODE ACCESS
FREE AI ROI REPORT
NO CREDIT CARD
4.7/5

Get your report now

10 minutes to connect your tools, 48 hrs until you have a board-ready benchmark

Thank you! Check your email for confirmation.
Oops! Something went wrong while submitting the form.

Get Yours Now

Harness SEI Alternative

Why choose Hivel over Harness SEI?

Harness treats engineering insights as a secondary module inside its Enterprise tier. For Hivel, AI leverage is our core purpose connecting tickets to production incidents to trace AI code, eliminate waste, and guide what to fix next.
Free AI ROI Report

Get the full picture on your AI adoption and impact.

We'll show you exactly how AI is impacting your speed and code quality.

NO CODE ACCESS
FREE AI ROI REPORT
NO CREDIT CARD
4.7/5
Book Demo
Read-only access · no engineering lift · runs alongside LinearB, Jira, and your existing CI/CD.
1000+
Engineering Teams
4.7/5
on G2
48 hrs
to first insight

Keep Harness. Change only the measurement.

If Harness runs your pipelines. Keep them. Hivel does not replace CI/CD - it connects read-only to Git, Jira, your CI/CD and your AI tools, and returns a first usable insight within 48 hours. No migration, no engineering lift, nothing to rip out.
The final verdict

Two approaches to AI measurement

A module add on in a large platform

Harness focuses on pipeline execution and infrastructure. Its AI-DLC Insights module is an addition designed to monitor token consumption and usage trends within the broader Harness platform ecosystem available for just Enterprise tier.

Dedicated AI outcome telemetry

Where platform add-ons stop at token counts and usage charts, Hivel delivers deep insights of your whole lifecycle, from ticket to production incident. Starting at $20/contributor/month you get instant visibility into AI code quality, rework hotspots, and production risk without negotiating an Enterprise platform contract.
Same question, different answer

Ask both platforms about your AI spend

The figures below are representative examples of the kind of answer each tool returns, not results from a named customer.
"What is driving our cloud and AI spend?"
Harness answers
Every dollar mapped to the team, workload, model and agent. Ghost seats and wasted tokens flagged in AI DLC Insights. A  FinOps and AI-spend view.
Hivel answers
The same spend picture-plus the recoverable amount in dollars. Cost views built from a plain-language prompt. Idle seats, overlapping licences, over-committed contracts. Measured the same way on any stack.

Hivel data: 60% of paid AI coding licences show zero behavioural change by week 4.
"Is our AI investment paying off?"
Harness answers
Adoption and token consumption by developer, team, agent and model. AI-authored code at the commit level. Delivery impact, on the platform's dashboards which is recently added.
Hivel answers
A board-ready ROI chain:
Spend → Utilization → Recovery → Gains → Efficiency.
Which AI code shipped and survived production. Its rework rate. The incidents it caused or avoideda and how it cost.

Then the next action, ranked per team, delivered into the PR and Slack.
"Is our AI code introducing production risk?"
HARNESS says
High-level data on token spend, developer adoption rates, and pipeline lead times. It shows token usage trends and whether code passed CI/CD checks, but leaves you to manually investigate whether AI-written commits caused production bugs or rework downstream.
Hivel says
Pinpointed to an AI-authored commit merged hours before the incident, linked to an open ticket with missing test coverage. Uncovers code provenance, identifies downstream rework risk, and routes the next action to managers in Slack.
side by side

Harness vs Hivel: Where the gap actually is

Decision dimension Harness Hivel
Built to answer How do we run and optimize delivery on one platform, and where does cloud and AI spend go? Did the AI spend ship value? How much is recoverable? What should each team do next? Measured the same way on any stack.
Availability AI DLC Insights announced 28 May 2026, released in beta. Engineering insights appear in the Enterprise tier. In production across 1,000+ engineering teams. No tier gate.
AI spend view Attribution and waste detection. Dollars by team, workload, model and agent. Ghost seats, tokens on abandoned code, cost per feature. Infrastructure waste trimmed automatically. The same picture, without a platform contract. Identical across whichever Git host, CI/CD and AI tools you run.
Independence of measurement Insights ship from the same vendor that runs the pipelines being measured. Measurement only. No delivery platform to protect, so no commercial stake in what the numbers say about any tool you run.
Who acts on it Leadership and managers through platform dashboards and the Harness AI assistant. Executives, managers and developers. Ranked actions land in the PR, Slack and Hivel's in‑product assistant — not on a dashboard someone has to open.
Time to first value A free trial is available, no credit card. Full deployment sits in the Enterprise tier, so production value scales with how much of Harness you adopt. 48 hours to first usable insight. Read‑only, runs beside your current stack.
Native CI/CD pipeline control Yes. Deployment, rollback, and pipeline governance are the core product. No. Hivel measures delivery, it does not run it.
One vendor for delivery + metrics + FinOps Yes. One contract, one security review, one platform. No. Hivel is measurement only. It adds a second vendor and a second security review. If consolidation outranks everything else, that is a real reason to stay with Harness.
Pricing No price published, at any tier. Free, Essentials and Enterprise all route to sales. Engineering insights are listed under Enterprise. Published: $20 per contributor per month billed annually, $25 monthly. For 20–200 developers. Enterprise is custom above that.
Proof, not adjectives

Results Hivel customers report

After adopting Hivel, Freshworks reported a reduction in hotfix rate and an increase in feature throughput.
26%
FEWER HOTFIXES
+16%
more features shipped
6-8x

typical ROI within 6 months (Hivel data)

1,000+

engineering teams on Hivel

19%

cycle-time improvement,
Sopra (Euronext: SOPR)

56%

faster release cycles, AvidXchange (NASDAQ: AVDX)

Pricing, both sides

What does each one actually cost?

Contact sales
- at every tier
- $59/user/mo + 1,500 credit limit.
- $29/mo (GitHub Cloud only, credit-restricted).
- Billed per user account + credit consumption.
$25
/ user / month, billed annually
- Growth plan annual billing saves 20%.($20/mo per user)
- Billed per code committer only (PMs, QA, and EMs free).
- Deployment available Cloud, On-Prem, and Multi-Cloud supported for all.
- Custom flat pricing for 200+ developers.

Know your AI leverage in 48 Hours

Hivel connects your whole lifecycle, from requirement to production incident, into one graph, detects AI-generated code at the commit level, and recommends the next action. LinearB tells you the number; Hivel tells you what to do about it.

Which one is right for you

What each one is built for?

Harness is built for

Running the pipeline. Deployment, rollback and governance are the core product. Hivel does not run pipelines.
The infrastructure bill. Idle VMs, rightsizing, commitment coverage.
Platform consolidation. CI/CD, security and FinOps under one contract.

Hivel is built for

Proving what the AI spend earned. In production across 1,000+ teams, not released in beta this quarter.
Getting a number before a sales call. Hivel publishes $20. Harness publishes nothing, at any tier.
Measuring without a tier upgrade. No Enterprise contract required to see your own data.
Any stack, measured the same way. GitHub Actions, Jenkins, GitLab - or Harness.
An answer with no platform to protect. Hivel sells no pipeline, so it has no stake in what the numbers say about yours.

Frequently asked questions

Does Hivel replace our CI/CD?

No. Hivel is measurement and improvement, not deployment. Keep Harness, Jenkins, GitHub Actions, or whatever runs your pipelines. Hivel connects read-only and changes nothing about how you ship.

Harness launched AI DLC Insights. Why add Hivel?Three differences.
‍Maturity. Harness announced AI DLC Insights in May 2026, in beta. Hivel has run this in production across 1,000+ teams.
‍Access. Harness lists engineering insights under Enterprise, and publishes no price. Hivel publishes $20 per contributor per month, with no tier gate.
‍Independence. Hivel is measurement only. It has no commercial stake in what the numbers say about your delivery platform.

How long does Hivel take to set up?

Most teams see their first usable insight within 48 hours of a read-only connection to Git, Jira, CI/CD and AI tools.

Can Hivel run in our environment?

Yes. SaaS, VPC, and on-prem, with SOC 2, GDPR, and ISO compliance plus SSO/SCIM and role-based access controls.

Still deciding?

Run both. Hivel connects read-only in an afternoon, and you can compare answers on your own data before committing to anything.
Free AI ROI Report

Get the full picture on your AI adoption and impact.

We'll show you exactly how AI is impacting your speed and code quality.

NO CODE ACCESS
FREE AI ROI REPORT
NO CREDIT CARD
4.7/5