GitLab vs Zyte
Compare GitLab and Zyte on features, pricing, and buyer fit using the same researched criteria.
GitLab
DevSecOps platform — Free; Premium $29/user/mo billed annually; Ultimate custom on current GitLab pricing page.
Best for
- • Teams that want git + CI + security in one licence
- • Self-managed / data-residency buyers
- • Orgs leaving a many-tool DevOps stack
Starting from $29.00/user/mo
Free plan available
VS
Our verdict
No universal winner. Choose based on which criteria matter most for your team.
GitLab is better for
- ✓ Starting pricing
- ✓ Free plan
- ✓ Security & admin
Tie
- • Integrations
Choose GitLab if: Teams that want git + CI + security in one licence
Choose Zyte if: Teams that knew Scrapinghub and need the Zyte API extraction path
Zyte
Zyte API web-data collection (formerly Scrapinghub) — PAYG; monthly commitments from $100; $5 free trial credit. Does not outrank Bright Data 7.7.
Best for
- • Teams that knew Scrapinghub and need the Zyte API extraction path
- • Buyers who want a published $100 monthly commit versus Bright Data ~$499
- • Projects that will spend the $5 trial credit before scaling
Starting from $100.00/user/mo
No free plan
Pros & cons
A balanced look at where each product shines — and where it falls short.
GitLab
Strengths in greenPros
- Stronger on starting pricing
- Stronger on free plan
- Stronger on security & admin
Best for
Teams that want git + CI + security in one licence
Zyte
Trade-offs in redCons
- Trails on starting pricing
- Trails on free plan
- Trails on security & admin
Best for
Teams that knew Scrapinghub and need the Zyte API extraction path
Choose if…
Choose GitLab if
- Teams that want git + CI + security in one licence
- Self-managed / data-residency buyers
- Orgs leaving a many-tool DevOps stack
Choose Zyte if
- Teams that knew Scrapinghub and need the Zyte API extraction path
- Buyers who want a published $100 monthly commit versus Bright Data ~$499
- Projects that will spend the $5 trial credit before scaling
Still unsure which fits?
Answer a few buyer questions and get a shortlist matched to your priorities.
Find My CRMSome visit links may be affiliate links — we may earn a commission at no extra cost to you. Comparison outcomes are never based on commission.