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DashboardFox vs Metabase

Metabase is developer-friendly and has a solid open-source community — but the jump from Starter to Pro is $575/month, and that's where white-label, row-level security, and SSO live. Here's how we compare.

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TL;DR — The key differences

Metabase — where it falls short
$575 Pro cliff Starter → Pro jump per month
$0 White-label Not on Starter at any price
Per-user Billing model Active or not, every seat counts
DIY Open-source You host, patch, and maintain
  • White-label at $99, not $575 Remove branding, add your custom domain, use your logo — all included in our Starter plan. Metabase requires Pro ($575/month) for any of that. Even Guest Embeds on their Starter plan show a "Powered by Metabase" badge.
  • Row-level security included — not locked behind Pro Metabase calls it "Data Sandboxing" and locks it behind Pro ($575/month). We include Data Tags and dynamic RLS in every plan — no tier upgrade required.
  • MAU tiers — pay for active users, not headcount Metabase charges $6–$12/user for every account whether active or not. We use MAU tiers — pick a tier, add capacity in blocks of 10, and only size for typical usage not total headcount.
  • SSO on every plan, without the $575 cliff Metabase gates SAML, JWT, and SCIM behind Pro. We offer API-based session token SSO on all plans — no tier upgrade required. If your stack needs SAML or SCIM specifically, that's a Metabase Pro feature we don't replicate.
  • No DevOps required, no AI add-on fees Metabase's open-source option needs your team to host and maintain it. Their AI assistant (Metabot) is a separate cloud-only add-on. Our cloud is fully managed and scheduled reports are included.

Which one is right for you?

We're not going to pretend we're better in every scenario.

Choose DashboardFox if:

  • You need white-label and row-level security without paying $575/month
  • You're embedding analytics for clients and need multi-tenant data separation
  • You don't have a DevOps team to self-host and maintain open-source software
  • Your team is a mix of technical and business users
  • You want predictable MAU pricing as your user count grows

Choose Metabase if:

  • You have DevOps capacity and want a free, self-hosted open-source option
  • Your team is mostly developers who prefer Metabase's notebook-style SQL interface
  • You need a quick proof-of-concept with zero budget
  • You want AI-powered natural language queries via Metabot (cloud add-on)
  • You don't need white-label, RLS, or SAML SSO (or can budget $575/month for Pro)

The $575/month cliff

You need white-label and row-level security for 90 users. Here's what that costs.

DashboardFox

Growth Plan

$249
/month — ~30 active out of 90 total users
  • ✓ White-label and custom domain included
  • ✓ Row-level security included
  • ✓ Only pay for ~30 monthly active users
Metabase Pro

Per-user pricing

$1,535
/month — $575 base + 80 extra users × $12
  • ✗ Must be on Pro ($575/mo) for white-label
  • ✗ Must be on Pro ($575/mo) for row-level security
  • ✗ Every user counts, active or not

The gap widens with scale: Metabase Starter ($100/mo) would be cheaper — but it doesn't include white-label, RLS, or SAML/JWT SSO. The moment you need any of those, you jump to $575/month before adding a single extra user. And if you need procurement support or dedicated SLAs, Enterprise starts at $20,000/year.

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Metabase pricing based on publicly available information as of January 2026. Metabase may change pricing, tiers, or feature availability at any time. We recommend verifying current pricing at metabase.com/pricing.

Feature comparison

Focused on where the two tools actually differ

Feature DashboardFox Metabase
Pricing & Licensing
Pricing model Monthly active users Base fee + per-user (every account counts)
Entry price (cloud) $99/month $100/month (5 users included)
Pro features price Included in all plans $575/month (10 users included)
Free/open-source option ✗ ✓ Self-hosted OSS
Self-hosted (commercial) ✓ $4,995 one-time ✓ Pro/Enterprise (same cloud pricing)
Billing flexibility Monthly, no commitment Monthly or annual (10% discount)
Branding & Embedding
White-label / remove branding ✓ All plans ($99+) Pro only ($575/mo+)
Custom domain ✓ All plans ($99+) Pro only ($575/mo+)
"Powered by" badge Never shown Shown on OSS/Starter Guest Embeds
Guest embedding (view-only) ✓ All plans ✓ All plans (with badge on Starter)
Interactive embedding (drill-through, SSO) ✓ All plans - API Session Token Pro only for SAML/JWT/SCIM ($575/mo+)
Multi-tenant management ✓ All plans — Data Tags ✓ Tenants feature (Pro/Enterprise, added v58)
Security & Authentication
Row-level security ✓ All plans Pro only ("Data Sandboxing", $575/mo+)
Google SSO / LDAP ✓ All plans ✓ All plans (including OSS)
SAML / JWT / SCIM ✓ All plans Pro only ($575/mo+)
Dedicated customer database ✓ All plans ✗ Shared infrastructure (single-tenant on Enterprise)
AI & Automation
AI assistant — ✓ Metabot (cloud-only add-on, extra cost)
Scheduled reports ✓ All plans ✓ All plans (email/Slack)
Scheduled reports to non-users ✓ PDF/Excel/image via email, no login Subscriptions require a Metabase account
Where Metabase leads
Open-source / free tier — ✓ Full OSS version
Notebook-style SQL editor — Standard SQL editor ✓
Natural language queries — ✓ Metabot AI (cloud add-on)
Community & plugins — Growing ✓ Large open-source community
No-code question builder — Semantic layer approach ✓ Visual query builder

Not sure we're the right fit? Before you decide, here's where we fall short for some teams. See the full breakdown →

  • No developer-level embedding — Metabase's Embedded Analytics SDK gives React developers full component-level control. We don't have that level of embed customization.
  • No associative cross-filtering — clicking a chart drills to a detail report, it doesn't cross-filter the page.
  • Not built for large raw datasets — live queries pull to memory; unfiltered dumps of millions of rows hit limits and require the Scale tier.

The bottom line

Metabase is a solid tool with a great developer community. If you have DevOps resources to self-host the open-source version, your users are primarily developers, you don't need white-label or row-level security, or you can comfortably budget $575/month for Pro — it's a good choice. The notebook-style editor, visual query builder, and new Metabot AI assistant are genuinely well-designed.

But if you hit the Pro cliff — needing white-label, RLS, SAML SSO, or interactive embedding and not wanting to jump from $100 to $575/month — DashboardFox includes all of that starting at $99/month. No badge on your embeds, no security upgrade tax, no DevOps overhead, no AI add-on fees for basic report delivery.

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Prefer no subscriptions? On-premise from $4,995 one-time →

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vs Looker Studio

Outgrow free tools

Common questions

You can — but "free" has real costs. You need a server to run it, someone to maintain and update it, and you handle your own backups and security patches. You also don't get white-label, row-level security (Data Sandboxing), SAML/JWT SSO, or interactive embedding. Basic Google SSO and LDAP work, but enterprise auth doesn't. And Metabot AI isn't available on self-hosted instances at all. If you have DevOps capacity and don't need those features, open-source Metabase is a legitimate option. If you don't, the hidden costs add up fast.
Starter ($100/mo, 5 users included): Managed cloud hosting, basic embedding (Guest Embeds with "Powered by Metabase" badge), email support with 3-day SLA, Google SSO/LDAP. No white-label, no RLS, no SAML/JWT, no interactive embedding. Pro ($575/mo, 10 users included): Adds white-label, Data Sandboxing (RLS), SAML/JWT/SCIM, interactive embedding via Modular SDK, Tenants for multi-tenant isolation, serialization, usage analytics. Cloud or self-hosted. Enterprise (starts at $20k/year): Everything in Pro plus dedicated success engineer, 1-day SLA, procurement support, optional air-gapped or single-tenant hosting. DashboardFox includes white-label, RLS, SSO, and interactive embedding in every plan from $99/month.
DashboardFox connects to the same databases Metabase uses. You're not migrating data — you're building new dashboards on the same sources. Most teams are up and running in a day or two. If you have existing Metabase questions and dashboards, you'll rebuild them (there's no import), but connecting to your data is immediate.
We take a different approach. Instead of a visual query builder, DashboardFox uses a semantic layer — you define data sources, formulas, and relationships once, then business users build reports from those definitions without writing SQL. It's less "click to build a query" and more "build from pre-defined building blocks." Technical users can also write SQL directly.
Metabase Starter supports Guest Embeds — view-only charts and dashboards with a "Powered by Metabase" badge. Users can't drill through data or explore interactively. Interactive embedding via the Modular SDK, white-label theming, and SAML/JWT SSO all require Pro ($575/month). If you're embedding dashboards for clients, the badge and lack of interactivity usually aren't acceptable. DashboardFox includes interactive embedding with full white-label in every plan.
Not yet — and we're deliberate about that. We watched the first wave of "AI BI" produce hallucinated column names and misread data models. We're getting our core semantic layer right first. AI is next on our roadmap: query building in plain language, visualization suggestions, and analysis on your outputs. Model-agnostic — we're not locking into one provider. We'll ship it when it actually works, not when it makes a good headline.
Metabot is Metabase's AI assistant — it lets users ask questions in natural language, generate SQL, and get chart summaries. It's a genuine strength. However, it's a cloud-only add-on with request-based pricing (separate from your plan), it's not available on self-hosted instances, and embedding Metabot requires Pro or Enterprise. DashboardFox doesn't currently offer a natural language query feature, but we include scheduled reports, SQL access, and report delivery to non-users without add-on fees in every plan.
Beyond the sticker price: Self-hosting the OSS edition means servers ($100–130+/mo in cloud bills), DevOps time for maintenance, backups, and upgrades. Per-user scaling — every account counts whether active or not, and interactive embed viewers need their own Metabase account ($12/user/mo on Pro). Metabot AI is a separate cloud add-on with its own request-based billing. Enterprise starts at $20k/year just for procurement support and faster SLAs. And every plan bills annually for the 10% discount — no true month-to-month flexibility at the discounted rate.
We source all Metabase pricing from their publicly available pricing page and documentation, last verified in January 2026. Metabase may change pricing, tiers, or feature availability at any time — we recommend verifying at metabase.com/pricing.