8%
1% YoY
#5
Summary
- Sigma ranks #5 within the Business Intelligence category, maintaining its position month-over-month.
- As of October 2026, 8% of organizations who have a vendor in the Business Intelligence category use Sigma: up 1 percentage points from last year.
- Sigma has the highest adoption among mid-market companies (10%), compared to enterprise (3%), small-to-medium businesses (7%), and micro-SMB (6%).
- Sigma key capabilities include cloud-native analytics, collaborative data exploration, and SQL-based modeling, supporting self-service business intelligence and data visualization at scale.
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Key stats
8%
1% YoY
Mid-Market, 72%
6%
8%
#5
#5
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 7% |
| Mid-market | 10% |
| Enterprise | 3% |
About Sigma
Sigma is a cloud-native analytics platform that lets anyone explore data and build dashboards using a familiar spreadsheet interface. It combines the ease of Excel with the power of a modern data warehouse.
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 | 6% | 8% | Mid-Market, 72% | 3% | 10% | 7% |
| Aug 2026 | 10% | 8% | Mid-Market, 75% | 3% | 10% | 8% |
| Jul 2026 | 10% | 8% | Mid-Market, 81% | 2% | 9% | 7% |
| Jun 2026 | 8% | 8% | Mid-Market, 82% | 1% | 10% | 7% |
| May 2026 | 8% | 8% | Mid-Market, 87% | 1% | 10% | 7% |
| Apr 2026 | 4% | 8% | Mid-Market, 87% | 0% | 10% | 7% |
| Mar 2026 | 7% | 8% | Mid-Market, 86% | 0% | 10% | 7% |
| Feb 2026 | 8% | 8% | Mid-Market, 86% | 0% | 9% | 7% |
| Jan 2026 | 7% | 8% | Mid-Market, 85% | 0% | 9% | 7% |
| Dec 2025 | 7% | 8% | Mid-Market, 84% | 0% | 8% | 7% |
| Nov 2025 | 9% | 9% | Mid-Market, 85% | 0% | 8% | 7% |
| Oct 2025 | 3% | 9% | Mid-Market, 86% | 0% | 8% | 6% |
| Sep 2025 | 11% | 9% | Mid-Market, 86% | 0% | 9% | 6% |
| Aug 2025 | 11% | 11% | Mid-Market, 87% | 0% | 8% | 6% |
| Jul 2025 | 9% | 12% | Mid-Market, 86% | 0% | 8% | 5% |
| Jun 2025 | — | 11% | Mid-Market, 87% | 0% | 7% | 5% |
| May 2025 | 6% | 13% | Mid-Market, 87% | 0% | 7% | 5% |
| Apr 2025 | 6% | 14% | Mid-Market, 88% | 0% | 7% | 5% |
| Mar 2025 | 8% | 11% | Mid-Market, 88% | 0% | 7% | 4% |
| Feb 2025 | 5% | 11% | Mid-Market, 88% | 0% | 6% | 4% |
| Jan 2025 | 1% | 13% | Mid-Market, 88% | 0% | 6% | 4% |
| Dec 2024 | 6% | 10% | Mid-Market, 87% | 0% | 6% | 4% |
| Nov 2024 | 6% | — | Mid-Market, 87% | 0% | 5% | 4% |
| Oct 2024 | 5% | — | Mid-Market, 87% | 0% | 5% | 4% |
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