1%
0% YoY
#10
Summary
- Lightdash ranks #10 within the Business Intelligence category, maintaining its position month-over-month.
- As of October 2026, < 1% of organizations who have a vendor in the Business Intelligence category use Lightdash: up < 1 percentage points from last year.
- Lightdash has the highest adoption among small-to-medium businesses (1%), compared to mid-market (< 1%), enterprise (< 1%), and micro-SMB (< 1%).
- Lightdash key capabilities include dbt-native analytics, self-service dashboards, and metric-layer integration, supporting data teams building BI workflows directly from their dbt projects.
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Key stats
1%
0% YoY
Mid-Market, 81%
1%
2%
#10
#10
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 1% |
| Mid-market | 1% |
| Enterprise | 0% |
About Lightdash
Lightdash is an open-source BI tool designed for dbt users that turns dbt projects into interactive dashboards and self-service analytics. It connects directly to your dbt semantic layer for consistent metric definitions.
About this data
These insights come from Ramp’s procurement and renewal data, built on real-world transactions observed across our platform. Figures represent aggregated observations from Ramp Procurement and Renewals activity.
| Date | New adopter share | Competitor switch rate | Dominant FTE segment | Adoption rate (Enterprise) | Adoption rate (Mid-Market) | Adoption rate (SMB) |
|---|---|---|---|---|---|---|
| Sep 2026 | 1% | 2% | Mid-Market, 81% | 0% | 1% | 1% |
| Aug 2026 | 1% | 2% | Mid-Market, 80% | 0% | 1% | 1% |
| Jul 2026 | 1% | 2% | Mid-Market, 44% | 0% | 1% | 1% |
| Jun 2026 | 1% | 1% | Enterprise, 51% | 1% | 1% | 1% |
| May 2026 | — | 1% | Enterprise, 51% | 1% | 1% | 1% |
| Apr 2026 | 1% | 1% | Enterprise, 52% | 1% | 1% | 1% |
| Mar 2026 | — | 1% | Enterprise, 51% | 1% | 1% | 1% |
| Feb 2026 | 1% | 1% | Enterprise, 55% | 1% | 1% | 1% |
| Jan 2026 | — | 1% | Enterprise, 55% | 1% | 0% | 1% |
| Dec 2025 | 1% | 1% | Enterprise, 60% | 2% | 1% | 1% |
| Nov 2025 | — | 1% | Enterprise, 64% | 2% | 0% | 1% |
| Oct 2025 | — | 1% | Enterprise, 64% | 2% | 0% | 1% |
| Sep 2025 | — | 1% | Enterprise, 64% | 2% | 0% | 1% |
| Aug 2025 | — | 0% | Enterprise, 64% | 2% | 0% | 1% |
| Jul 2025 | 1% | 1% | Enterprise, 65% | 2% | 0% | 1% |
| Jun 2025 | — | 1% | Enterprise, 65% | 2% | 0% | 1% |
| May 2025 | — | 1% | Enterprise, 60% | 2% | 0% | 1% |
| Apr 2025 | 1% | — | Enterprise, 60% | 3% | 1% | 1% |
| Mar 2025 | — | — | Enterprise, 60% | 3% | 1% | 1% |
| Feb 2025 | — | — | Enterprise, 60% | 3% | 1% | 1% |
| Jan 2025 | — | — | Enterprise, 60% | 3% | 1% | 2% |
| Dec 2024 | 1% | — | Enterprise, 60% | 4% | 1% | 2% |
| Nov 2024 | — | — | Enterprise, 60% | 4% | 1% | 2% |
| Oct 2024 | 1% | — | Enterprise, 60% | 4% | 1% | 2% |
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