SoftwareGlimpse

GitLab vs Zyte

Compare GitLab and Zyte on features, pricing, and buyer fit using the same researched criteria.

Independently recommendedLast updated Aug 18, 20266 evidence sources5 screenshotsHow we compare

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GitLab

8.3/10

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

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

See detailed comparison ↓

Zyte

7.4/10

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

Comparison scorecard

Criterion-by-criterion results for GitLab and Zyte. Numeric bars appear only when both products have approved scores.

Starting pricing
Published floor price and what that floor actually includes.
GitLab
GitLab publishes a lower researched starting floor ($29/mo vs $100/mo for Zyte). Confirm currency, renewals, and add-ons — not a total TCO winner.
GitLabStronger
ZyteWeaker
Free plan
Whether a usable free plan is published, and what it gates.
GitLab
GitLab researches a free plan; Zyte does not research a free plan.
GitLabStronger
ZyteWeaker
User / licence minimum
Seat floors, per-employee minimums, and small-team pricing traps.
Depends
Check seat, agent, or licence minimums for GitLab and Zyte on current vendor packaging.
GitLabDepends
ZyteDepends
Integrations
Important third-party integrations.
Tie
GitLab and Zyte are close on integrations (8/10 vs 8/10) from approved SoftwareGlimpse editorial assessments — not hands-on lab testing.
GitLab8/10
Zyte8/10
Security & admin
Admin controls, access, compliance posture, and security packaging.
GitLab
GitLab leads on security admin (9/10 vs 7/10) from approved SoftwareGlimpse editorial assessments — not hands-on lab testing.
GitLabStronger
ZyteWeaker

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