FloatThe #1 rated resource management software
vs
GitLabSpeed with control for agentic software engineering
Comparison · Project Management · weekly run Nov 3
Float vs GitLab
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
GitLab is the stronger AI pick in Project Management: it has a visibility score of 3.6 versus 0 for Float.
Choose Float if…
- You want a lower entry price ($7 vs $29)
- You need SOC 2 or GDPR or B Corp certification coverage
Choose GitLab if…
- You want the brand AI engines rank higher (3.6 vs 0)
- You want a free plan to start
- You need SOC 2 Type 2 (GitLab.com and GitLab Dedicated) or ISO/IEC 27001:2022 or ISO/IEC 27017:2015 or ISO/IEC 27018:2019 or GDPR compliance or CSA Trusted Cloud Provider or FedRAMP Moderate baseline (GitLab Dedicated for Government) or GovRAMP authorized coverage
- You prefer a larger, established vendor (1,001–5,000 employees)
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Float | GitLab |
|---|---|---|
| Visibility score | 0% | 3.6% |
| Change vs last week | New | New |
| Rank in Project Management | #48 | #20 |
| Share of voice | 0% | 0.9% |
| Mentions this run | 0 | 5 |
| Positive in AI answers | — | 46% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Float 0pp · GitLab 0pp over 0 weekly runs.
Engine by engine
GitLab leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
FloatGitLab
Head to head in AI answers
0 engine answers name both brands
0Float ranked higher
0GitLab ranked higher
Features, pricing & fit
| Dimension | Float | GitLab |
|---|---|---|
| Pricing model | Per seat | Per seat |
| Entry price | $7 per seat / mo | Free; paid from $29 per seat / mo |
| Free plan | No · 30-day trial | Yes |
| Deployment | Cloud-based | GitLab.com, self-managed and GitLab Dedicated |
| Compliance | SOC 2, GDPR, B Corp certification | SOC 2 Type 2 (GitLab.com and GitLab Dedicated), ISO/IEC 27001:2022, ISO/IEC 27017:2015, ISO/IEC 27018:2019, GDPR compliance, CSA Trusted Cloud Provider, FedRAMP Moderate baseline (GitLab Dedicated for Government), GovRAMP authorized |
| Support | 24/7 AI chat with Mon–Fri human support, Designated customer success contact on Enterprise, Priority support and custom SLAs on Enterprise | Priority support with 24x5 coverage and SLAs (Premium), Upgrade Support |
| Founded | 2011 | 2014 |
| Headquarters | Remote | San Francisco, California, US |
| Employees | 51–200 | 1,001–5,000 |
| Funding | — | PIPE |
| Best for | Agencies, professional services firms and in-house delivery teams that need to see who is doing what, at what cost, across every project. | Scaling development teams and enterprises that need advanced security and compliance capabilities |
Plans side by side
Float
Starter$7per scheduled person/month
Pro$12per scheduled person/month
EnterpriseCustomannual contract only
GitLab
Free$0per user/month
Premium$29per user/month, billed annually
UltimateCustomcustom pricing, contact sales
GitLab DedicatedCustomcontact sales
GitLab Dedicated for GovernmentCustomcontact sales
Pros and cons
Themes from the AI answers that mention each brand
Float
Profile in progress.
GitLab
- All-in-one DevSecOps platform
- Integrated security scanning
- Robust built-in CI/CD pipelines
- Free tier for individuals and open-source projects
- High adoption and user ratings
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Float vs GitLab”, https://slateindex.ai/compare/float-vs-gitlab, data of Nov 3, 2026. Licence: CC BY 4.0.