Count vs Metabase AI

Comprehensive side-by-side comparison — features, pricing, performance, and more.

Data last refreshed October 2026

Count

Count Technologies Ltd

Making AI’s mistakes visible.

Freemium

80% verification coverage

Metabase AI

Metabase

Open source AI analytics you can verify

Open Source

82% verification coverage

Trust & Reliability

Count

Uptime:99.96%Status page

Customers (per vendor):Accenture, Bumble, Cleo +7

GDPR

SOC 2

HIPAA

Metabase AI

Uptime:100.00%Status page

Users:100K-1M

Customers (per vendor):Hugging Face, McDonald's, HUMA +5

GDPR

SOC 2

Too Close to Call

Metabase AI (7.0) vs Count (6.6) — difference of 0.4 points

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

AI Comparison Summary

Count

6.6

avg score

Metabase AI

7.0

avg score

Both tools score very similarly overall — the best choice depends on your specific priorities.

Based on 7 dimensions

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

Too close to call — it's a tie

Count

Best For

Small teams needing to audit AI outputs for accuracy

Analysts building live reports and dashboards

Teams conducting exploratory data analysis

Researchers verifying facts from sales-call transcripts and surveys

Metabase AI

Best For

Teams exploring data with AI guidance

Developers building in-product analytics

Organizations requiring self-hosted or air-gapped deployments

Companies scaling from pre-seed to post-IPO

* Verdict is based on our algorithmic scoring of publicly available data. Learn about our methodology

Count is best for

🎨Image & Design8.0💻Coding & Dev7.7📊Data & Analytics7.3

Metabase AI is best for

🎨Image & Design8.0💻Coding & Dev7.0📊Data & Analytics6.5

Filter by your use case:

Limitations

Count

Cons

Free tier is limited to 1 project, 3 canvases, and 5 users
Free tier has daily AI credit limits and limited models
Free tier allows only 1 database/MCP connection and 2 automations
No model training on user data, which may limit custom model fine-tuning
Output generated by AI is error-prone and not verified by Count for accuracy
Count AI is not intended to substitute for properly trained and licensed individuals

Metabase AI

Cons

Air-gapped deployment is an additional fee on the Enterprise plan
Professional services and training are not included in support contracts

Weighted Score — Adjust What Matters to You

Pick a profile or drag sliders — scores and radar update instantly on the right.

Quick profiles:

Ease of Use5

Customization5

Support5

Integration5

Compliance & Data Protection5

Performance5

Planning Quality5

Dimension Comparison

Count

6.6

/ 10

Metabase AI

7.0

/ 10

Your pick

Dimension Breakdown

Ease of Use

How intuitive is onboarding, UI navigation, and day-to-day usage for the target audience?

Count

6.0

Metabase AI

8.0▲ +2.0

Customization

Calculated

How much can users tailor workflows, settings, prompts, or outputs to their needs?

Count

7.0

Metabase AI

9.0▲ +2.0

Support

How strong is the documentation, customer support, community, and learning resources?

Count

6.0

Metabase AI

7.0▲ +1.0

Integration

Calculated

How well does it connect with other tools, APIs, and workflows?

Count

8.0

Metabase AI

9.0▲ +1.0

Compliance & Data Protection

Calculated

Compliance certifications and data-protection posture, counted from ten verified signals: SOC 2 Type II, GDPR compliance, HIPAA, WCAG AA/AAA, PII redaction, licensed-only training, a published sub-processor list, a downloadable DPA, not training on user data, and a documented deletion path

Count

6.0

Metabase AI

6.0

Performance

Calculated

Latency + throughput speed

Count

5.0

Metabase AI

5.0

Planning Quality

Calculated

Multi-step planning depth + replanning capability

Count

8.0▲ +3.0

Metabase AI

5.0

Calculated = derived from structured signals (integration count, API/open-source config, compliance certs, response-time). AI = LLM-assessed from public website content. Methodology

Task Performance

Count

Task

Metabase AI

8.0

Data Visualization

8.0

9.0

Natural Language Queries

9.0

8.0

Dashboard Creation

8.0

6.0

Data Cleaning

5.0

Predictive Analytics

3.0

8.0

Automated Insights

7.0

9.0

Data Integration

9.0

Report Generation

7.0

5.0

Anomaly Detection

4.0

10.0

Collaboration Sharing

8.0

* Task scores (1–10) are algorithmically generated from publicly available data.

Data is sourced from public information and vendor websites. It may not always be up-to-date — verify pricing and features directly with the vendor before purchasing.Report inaccuracy

Frequently Asked Questions

What are the main differences between Count and Metabase AI?

Count — "Making AI’s mistakes visible". Metabase AI — "Open source AI analytics you can verify". The Features section on this page compares them side by side.

Who is Count best for compared with Metabase AI?

Count is best for Small teams needing to audit AI outputs for accuracy; and for Analysts building live reports and dashboards. Metabase AI is best for Teams exploring data with AI guidance; and for Developers building in-product analytics.

How does the pricing of Count compare with Metabase AI?

Count is freemium, includes a free plan, paid plans start at $49/month. Metabase AI is open source, includes a free plan, paid plans start at $100/month, offers a free trial. Always verify current pricing with the vendor.

Does Count or Metabase AI have a free plan?

Count has a free plan. Metabase AI is open source and offers a free trial. Always verify current pricing with the vendor.

Do Count and Metabase AI offer an API?

Count offers API access on its enterprise plans. Metabase AI offers a public API.

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