Business Intelligence · head to head
Evidence vs GitLab CI/CD
Evidence
Business Intelligence
Business intelligence as code for teams and AI agents
- From
- $2500/month
- Free plan
- No
GitLab CI/CD
Developer Tools
Automatically build, test, deploy, and monitor your applications with GitLab CI/CD
- From
- Free
- Free plan
- Yes
The short version
- GitLab CI/CD is free; Evidence starts at $2500/mo.
- Where Evidence falls short: high starting price at $2,500/month limits small team adoption.
- Where GitLab CI/CD falls short: compute minute quotas for Premium and Ultimate tiers not disclosed in documentation.
- Prices and features on this page were last checked on 13 November 2026.
Where they differ
Only the attributes on which Evidence and GitLab CI/CD actually diverge.
| Attribute | Evidence | GitLab CI/CD |
|---|---|---|
| Starting price | $2500/month | Free |
| Pricing model | Flat team pricing with no per-user fees | Freemium |
| Free tier | No | Yes |
| Platforms | Web, Embedded | Web |
| Category | Business Intelligence | Developer Tools |
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in Evidence
- Analytics Agent
- Code-based infrastructure
- Development environment
- Visualization tools
- Embedded analytics
- Enterprise security
- Multi-channel access
Only in GitLab CI/CD
Nothing recorded that Evidence does not also cover.
What people use each for
The jobs each tool is most often brought in to do.
Evidence
- Building version-controlled analytics infrastructurenot GitLab CI/CD
- Enabling AI agents to answer business questionsnot GitLab CI/CD
- Delivering analytics through multiple channels (web, Slack, ChatGPT)not GitLab CI/CD
- Embedding white-labeled analytics in productsnot GitLab CI/CD
GitLab CI/CD
- Reducing open source project infrastructure costs with public project discountsnot Evidence
- Enforcing monthly CI/CD spending limits and quota notificationsnot Evidence
- Allocating compute minutes to open source contributors affordablynot Evidence
- Forecasting CI/CD spending patterns across multiple projectsnot Evidence
- Providing private runners for cost control without owning infrastructurenot Evidence
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Evidence
- High starting price at $2,500/month limits small team adoption
- No freemium option for evaluation or learning
- Code-based approach has steeper learning curve than visual tools
- AI credits limited on Team plan; additional credits cost extra
- Requires Git workflow familiarity for effective collaboration
GitLab CI/CD
- Compute minute quotas for Premium and Ultimate tiers not disclosed in documentation
- Additional compute minutes beyond quota incur charges; exact pricing not specified
Pricing, plan by plan
Evidence
$2500/month- Team$2,500/mo
- Unlimited users
- Monthly billing
- Analytics Agent
- EnterpriseOn request
- All Team features
- SSO/SAML authentication
- SCIM directory sync
GitLab CI/CD
Free- FreeFree
- 400 compute minutes per month for free tier namespaces
- Linux x86-64 runners at 1x cost factor
- PremiumOn request
- Higher monthly compute minute quotas than free tier
- Additional compute minutes available for purchase
- UltimateOn request
- Highest monthly compute minute allocations
- Additional compute minutes available for purchase
Which should you pick?
Choose Evidence if
- You need analytics agent.
- You work on Web, Embedded.
- You also want code-based infrastructure.
Questions people ask
- Is Evidence or GitLab CI/CD better?
- Neither clearly leads. Evidence starts at $2500/month and GitLab CI/CD at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Evidence or GitLab CI/CD?
- GitLab CI/CD has a free tier; the other does not. Paid plans start at $2500/month for Evidence and Free for GitLab CI/CD.
- Does Evidence or GitLab CI/CD run on more platforms?
- Evidence runs on Web, Embedded. GitLab CI/CD runs on Web.
- Can I use GitLab CI/CD for free?
- Yes. GitLab CI/CD has a free tier, so you can try it without paying. Evidence starts at $2500/month.
- What is Evidence best used for?
- Evidence is most often used for building version-controlled analytics infrastructure, enabling ai agents to answer business questions, delivering analytics through multiple channels (web, slack, chatgpt), embedding white-labeled analytics in products. Of those, building version-controlled analytics infrastructure and enabling ai agents to answer business questions are not what GitLab CI/CD is typically brought in for.
- What can Evidence do that GitLab CI/CD cannot?
- Evidence covers Analytics Agent, Code-based infrastructure, Development environment, Visualization tools.
Answered from the vendors’ own pages
Evidence: Does Evidence have per-user pricing?
No, Evidence offers one flat price for unlimited users at $2,500/month on the Team plan with a 30-day free trial.
SourceGitLab CI/CD: How many GitLab CI compute minutes does the free tier include?
The free tier of GitLab CI includes 400 compute minutes per month for free tier namespaces on GitLab.com.
SourceEvidence: How many AI credits come with Team plan?
Team plan includes 20,000 AI credits monthly at $0.01 per additional credit. Enterprise offers custom credit packages.
SourceGitLab CI/CD: What is the cost factor for different GitLab CI runner types?
Linux x86-64 small runners cost 1x; medium runners cost 2x; large runners cost 3x. macOS and Windows runners have cost factors of 6-12x and are in beta status.
SourceEvidence: What is included in the Enterprise plan?
Enterprise adds SSO/SAML, SCIM directory sync, row-level access rules, embedding capabilities, and custom deployment options at custom pricing.
SourceGitLab CI/CD: Do public open-source projects get discounts on GitLab CI compute minutes?
Public open-source projects receive a 0.5x discount on compute minutes. Public forks of GitLab open-source projects receive a 0.008x discount.
SourceRelated pages
More on GitLab CI/CD
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- GitLab CI/CD vs Tilt
- GitLab CI/CD vs Jenkins
- GitLab CI/CD vs Jitsu
- GitLab CI/CD vs ConfigCat
- GitLab CI/CD vs Octopus Deploy
- GitLab CI/CD vs Kubernetes
- GitLab CI/CD vs LaunchDarkly
- GitLab CI/CD vs Terraform
- GitLab CI/CD vs Vite
- GitLab CI/CD vs Sublime Text
- GitLab CI/CD vs Bazel
- GitLab CI/CD vs Daytona
- GitLab CI/CD vs Earthly
- GitLab CI/CD vs Eclipse IDE
- GitLab CI/CD vs ESLint
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