Lightdash vs Sigma Computing
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Sigma Computing is the stronger AI pick in Business Intelligence: it has a visibility score of 8 versus 0.3 for Lightdash, and ranks ahead in 100% of the answers that name both.
Choose Lightdash if…
- AI answers describe it more positively (100% vs 39% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 or HIPAA (BAA support) coverage
Choose Sigma Computing if…
- You want the brand AI engines rank higher (8 vs 0.3)
- You need SOC 1 Type II or SOC 2 Type II or SOC 3 or HIPAA or ISO 27001 or ISO 27017 or ISO 27018 or ISO 27701 or PCI DSS or GDPR or CCPA or EU-US DPF coverage
- You prefer a larger, established vendor (501–1,000 employees)
- Spreadsheet-like, Excel-style interface on a cloud data warehouse
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Lightdash | Sigma Computing |
|---|---|---|
| Visibility score | 0.3% | 8% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #39 | #11 |
| Share of voice | 0.2% | 3.4% |
| Mentions this run | 1 | 18 |
| Positive in AI answers | 100% | 39% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Lightdash 0pp · Sigma Computing 0pp over 0 weekly runs.
Engine by engine
Sigma Computing leads on 3 of 3 engines
Head to head in AI answers
1 engine answers name both brands
| Prompt | Engine | Lightdash | Sigma Computing |
|---|---|---|---|
| Top business intelligence tool options for B2B SaaS companies | ChatGPT | #9 | #4 |
Features, pricing & fit
| Dimension | Lightdash | Sigma Computing |
|---|---|---|
| Pricing model | Flat tiers | — |
| Entry price | Free; paid from $3,000 / mo | — |
| Free plan | Yes | — |
| Deployment | Hosted on Google Cloud in US and EU regions, self-hosted via open source, or cloud or on-prem on the Enterprise tier. | Cloud-native, queries the customer's cloud data warehouse live |
| Compliance | SOC 2, HIPAA (BAA support) | SOC 1 Type II, SOC 2 Type II, SOC 3, HIPAA, ISO 27001, ISO 27017, ISO 27018, ISO 27701, PCI DSS, GDPR, CCPA, EU-US DPF |
| Support | Community Slack (Open Source plan), Private Slack channel and live chat (Cloud Pro), Private Slack channel and premium support with 8-hour response SLA (Enterprise) | Help Desk, Community, Documentation, Training |
| Founded | 2021 | 2014 |
| Headquarters | San Francisco, CA, United States | San Francisco, California, US |
| Employees | 11–50 | 501–1,000 |
| Funding | Series A · $19M raised | Series E |
| Best for | Data teams already using dbt who want self-serve BI without per-seat pricing. | Business and technical teams that want governed apps, dashboards and agents on live cloud warehouse data, with IT keeping control of security and spend. |
Plans side by side
Lightdash
Sigma Computing
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Lightdash
Profile in progress.
Sigma Computing
- Spreadsheet-like, Excel-style interface on a cloud data warehouse
- Named among leading BI platforms and shortlists
- Enterprise-style annual custom-quote contracts, often starting at $30,000 or more per year
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Lightdash vs Sigma Computing”, https://slateindex.ai/compare/lightdash-vs-sigma-computing, data of Nov 2, 2026. Licence: CC BY 4.0.