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Business Intelligence · head to head

Evidence vs Reportz

Evidence logo

Evidence

Business Intelligence

Business intelligence as code for teams and AI agents

From
$2500/month
Rated
-
Reportz logo

Reportz

Business Intelligence

Per-dashboard marketing reporting at under ten dollars a client

From
$9.9/month
Rated
-

The short version

  • Each has a real cost: Evidence high starting price at $2,500/month limits small team adoption; Reportz the connector library is smaller than the established agency reporting tools, and if a platform you report on is missing there is no practical route to getting it added.
  • They diverge on capability: Evidence covers Analytics Agent, Reportz covers Per-dashboard pricing.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Evidence and Reportz actually diverge.

Attributes where Evidence and Reportz differ
AttributeEvidenceReportz
Starting price$2500/month$9.9/month
Pricing modelFlat team pricing with no per-user feesPer month by dashboard count
PlatformsCloud, EmbeddedWeb

Identical on both: free tier (No), user rating (Not yet rated), category (Business Intelligence).

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 Reportz

  • Per-dashboard pricing
  • Unlimited users
  • Public share links
  • White labelling
  • Template library
  • Scheduled reports
  • Custom KPI widgets
  • Client management

What people use each for

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

Evidence

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

Reportz

  • A five-person SEO agency reporting to twenty five clients that cannot justify several hundred dollars a month for reporting softwarenot Evidence
  • A freelancer who needs one white-labelled dashboard per client and nothing elsenot Evidence
  • An agency giving clients a live link instead of a monthly PDF, without buying client seatsnot Evidence
  • A marketing team wanting a cheap always-on KPI screen fed from ad and analytics platformsnot 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

Reportz

  • The connector library is smaller than the established agency reporting tools, and if a platform you report on is missing there is no practical route to getting it added.
  • Four Dots is a small agency-owned business rather than a funded software company, so API breakages and platform changes can take longer to fix than at larger vendors.
  • There is no data modelling, SQL or warehouse layer, so cross-source analysis is limited to what the widget set already supports.
  • Per-dashboard billing means an agency that builds several views per client loses the headline price advantage quickly.
  • Documentation and support are thin compared with larger competitors, and complex setups often need direct email support rather than self-service answers.

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

Reportz

$9.9/month
  • Consultant$9.9/month
    • Priced per dashboard
    • Unlimited users
    • Unlimited data sources
  • Agency$99/month
    • Around ten dashboards at the same per-dashboard rate
    • Unlimited users
    • Custom domain
  • Enterprise$742.5/month
    • 75 dashboards
    • Volume rate
    • Unlimited users

Which should you pick?

Choose Evidence if

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

Choose Reportz if

  • You need per-dashboard pricing.
  • You also want unlimited users.

Questions people ask

Is Evidence or Reportz better?
Neither clearly leads. Evidence starts at $2500/month and Reportz at $9.9/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Evidence or Reportz?
Evidence starts at $2500/month and Reportz at $9.9/month.
Does Evidence or Reportz run on more platforms?
Evidence runs on Cloud, Embedded. Reportz runs on Web.
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 Reportz is typically brought in for.
What can Evidence do that Reportz cannot?
Evidence covers Analytics Agent, Code-based infrastructure, Development environment, Visualization tools. Reportz covers Per-dashboard pricing, Unlimited users, Public share links, White labelling.

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
Reportz: What does Reportz cost?

9.90 US dollars per dashboard per month, with unlimited users and data sources on every tier.

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
Reportz: Is there a free plan?

No, but there is a fifteen day trial with no card required.

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
Reportz: Who is behind it?

Four Dots, a digital marketing agency in Belgrade that built the tool for its own client reporting.

Reportz: Can clients view without a login?

Yes, dashboards can be shared as a public link under your own domain.

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