AI Data
Holistics vs Lightdash
Two ai data tools, what each is better at, what each costs, and the one we would pick.
We rate it higher
Holistics
From $800/mo
Self-service BI and AI analytics on a code-defined semantic layer
Pros
- ✓ Metrics, models and dashboards are defined as code in AML with Git version control and pull-request review.
- ✓ The same semantic layer feeds dashboards, AI answers and embedded analytics, so numbers stay consistent across surfaces.
- ✓ The semantic layer can be queried from external tools such as Claude, ChatGPT and Cursor over MCP and APIs.
Cons
- ✗ No free plan is listed; the cheapest paid plan is $800/month on yearly billing.
- ✗ Every plan includes only the first 10 users, and additional users are charged as add-ons.
We rate it higher
Lightdash
From $3000/mo
AI-native BI platform built on your dbt project
Pros
- ✓ Unlimited users on all plans, including the free self-hosted open source version.
- ✓ Native dbt integration and open semantic layer.
- ✓ 21-day free trial for Cloud Pro with no payment details required.
Cons
- ✗ Requires a dbt project to use.
- ✗ Cloud Pro starts at $3,000 per month.
| Holistics | Lightdash | |
|---|---|---|
| From | $800/mo | $3000/mo |
| Free Tier | No | Yes ✓ |
| Our Rating | Not rated | Not rated |
| Pricing | paid | freemium |
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Summary
We have not used both of these yet, so there is no score to pick a winner with. What they cost, who they suit and what each one does is in the table above.
Some links here earn us a commission. We earn it whether we praised the tool or not, which is why the verdict does not move for it.