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Business Intelligence · head to head

Evidence vs Metabase

Evidence logo

Evidence

Business Intelligence

Business intelligence as code for teams and AI agents

From
$2500/month
Rated
-
Full reviewWebsite
Metabase logo

Metabase

Spreadsheets

Fast analytics with the friendly UX

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Metabase has a free tier, so it costs nothing to try first.
  • Each has a real cost: Evidence high starting price at $2,500/month limits small team adoption; Metabase aI Service charges $3.75 per 1 million tokens (after 1M free tokens included)
  • They diverge on capability: Evidence covers Analytics Agent, Metabase covers No-code Query Builder.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Evidence and Metabase actually diverge.

Attributes where Evidence and Metabase differ
AttributeEvidenceMetabase
Starting price$2500/monthFree
Pricing modelFlat team pricing with no per-user feesfreemium
Free tierNoYes
PlatformsCloud, EmbeddedWeb, Self-hosted cloud
CategoryBusiness IntelligenceSpreadsheets
FoundedUnknown2014

Identical on both: user rating (Not yet rated).

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 Metabase

  • No-code Query Builder
  • SQL Editor
  • Interactive Dashboards
  • Alerts
  • Embedding
  • PostgreSQL
  • MySQL
  • MongoDB

What people use each for

The jobs each tool is most often brought in to do.

Evidence

  • Building version-controlled analytics infrastructurenot Metabase
  • Enabling AI agents to answer business questionsnot Metabase
  • Delivering analytics through multiple channels (web, Slack, ChatGPT)not Metabase
  • Embedding white-labeled analytics in productsnot Metabase

Metabase

  • Business intelligence and data exploration for non-technical usersnot Evidence
  • Embedded analytics for SaaS applicationsnot Evidence
  • Self-service reporting and dashboard creationnot Evidence
  • Integration with 40+ data sources including cloud warehousesnot 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

Metabase

  • AI Service charges $3.75 per 1 million tokens (after 1M free tokens included)
  • Transforms cost $0.01 per run after 1,000 included runs per month
  • Advanced Transforms cost $0.02 per run after included allocation
  • Storage overages start at $2 per 1M rows (1M rows free)
  • All yearly plans offer 10% discount versus monthly, incentivizing annual commitment

Pricing, plan by plan

Evidence

$2500/month
  • Team$2500/month
    • Unlimited users
    • Monthly billing
    • Analytics Agent
  • Enterprise$null/custom
    • All Team features
    • SSO/SAML authentication
    • SCIM directory sync

Metabase

Free
  • Open SourceFree
    • Unlimited users
    • Unlimited questions and dashboards
    • AI-powered query generation
  • Starter$90/month
    • Email and chat support
    • $100/month standard monthly billing
    • 20+ data connectors
  • Pro$517.5/month
    • $575/month standard monthly
    • Row/column-level permissions
    • SSO
  • Enterprise$20000/year
    • Dedicated success engineer
    • 1-day support response SLA
    • Air-gapped deployment

Which should you pick?

Choose Evidence if

  • You need analytics agent.
  • You work on Cloud, Embedded.
  • You also want code-based infrastructure.
Evidence review

Choose Metabase if

  • You need no-code query builder.
  • You want to start without paying.
  • You work on Web, Self-hosted cloud.
  • You also want sql editor.
Metabase review

Questions people ask

Is Evidence or Metabase better?
Neither clearly leads. Evidence starts at $2500/month and Metabase at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Evidence or Metabase?
Metabase has a free tier; the other does not. Paid plans start at $2500/month for Evidence and Free for Metabase.
Does Evidence or Metabase run on more platforms?
Evidence runs on Cloud, Embedded. Metabase runs on Web, Self-hosted cloud.
Can I use Metabase for free?
Yes. Metabase 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 Metabase is typically brought in for.
What can Evidence do that Metabase cannot?
Evidence covers Analytics Agent, Code-based infrastructure, Development environment, Visualization tools. Metabase covers No-code Query Builder, SQL Editor, Interactive Dashboards, Alerts.

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.

Source
Metabase: How much does Metabase cost?

Metabase Open Source is free for self-hosted deployments with unlimited users and dashboards. Cloud-hosted Starter tier costs $90/month annually ($100/month monthly) with Pro at $517.50/month annually ($575/month monthly). Enterprise plans start at $20,000 per year.

Source
Evidence: 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.

Source
Metabase: Does Metabase charge for additional users?

Yes, Metabase charges per-user fees beyond included users. Starter includes 5 users at $6 per additional user per month. Pro includes 10 users at $12 per additional user per month. Enterprise pricing is custom.

Source
Evidence: 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.

Source
Metabase: What usage-based fees does Metabase charge?

Metabase charges $3.75 per 1 million tokens for AI services (after 1M free tokens), $0.01 per transform run after 1,000 included per month, $0.02 for advanced transforms, and storage overages at $2 per 1M rows beyond the included 1M rows.

Source
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