Sigma
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5%
arrow_upward2% YoY
#5
Summary
- Sigma ranks #5 within the Business Intelligence category, maintaining its position month-over-month.
- As of January 2026, 5% of organizations who have a vendor in the Business Intelligence category use Sigma: up 2 percentage points from last year.
- Sigma has the highest adoption among mid-market companies (6%), compared to enterprise (< 1%), small-to-medium businesses (5%), and micro-SMB (4%).
- Sigma key capabilities include cloud-native analytics, collaborative data exploration, and SQL-based modeling, supporting self-service business intelligence and data visualization at scale.
Key stats
5%
arrow_upward2% YoY
Mid-Market, 70%
11%
25%
#3
#1
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 5% |
| Mid-market | 6% |
| Enterprise | 0% |
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.
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Have feedback?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) |
|---|---|---|---|---|---|---|
| Jan 2026 | 6% | 44% | Mid-Market, 70% | 0% | 6% | 5% |
| Dec 2025 | 6% | 47% | Mid-Market, 69% | 0% | 6% | 5% |
| Nov 2025 | 6% | 50% | Mid-Market, 69% | 0% | 6% | 5% |
| Oct 2025 | 2% | 47% | Mid-Market, 69% | 0% | 6% | 5% |
| Sep 2025 | 11% | 47% | Mid-Market, 68% | 0% | 6% | 5% |
| Aug 2025 | 7% | 42% | Mid-Market, 68% | 0% | 6% | 4% |
| Jul 2025 | 5% | 44% | Mid-Market, 67% | 0% | 6% | 4% |
| Jun 2025 | 1% | 43% | Mid-Market, 68% | 0% | 5% | 4% |
| May 2025 | 4% | 41% | Mid-Market, 84% | 0% | 6% | 4% |
| Apr 2025 | 5% | 44% | Mid-Market, 85% | 0% | 5% | 4% |
| Mar 2025 | 4% | 42% | Mid-Market, 84% | 0% | 5% | 3% |
| Feb 2025 | 3% | 40% | Mid-Market, 85% | 0% | 5% | 3% |
| Jan 2025 | 4% | 39% | Mid-Market, 86% | 0% | 5% | 3% |
| Dec 2024 | 5% | 32% | Mid-Market, 85% | 0% | 5% | 3% |
| Nov 2024 | 3% | 33% | Mid-Market, 86% | 0% | 4% | 3% |
| Oct 2024 | 2% | 33% | Mid-Market, 86% | 0% | 5% | 3% |
| Sep 2024 | 2% | 23% | Mid-Market, 85% | 0% | 4% | 3% |
| Aug 2024 | 4% | 25% | Mid-Market, 84% | 0% | 5% | 3% |
| Jul 2024 | 4% | 20% | Mid-Market, 86% | 0% | 5% | 3% |
| Jun 2024 | 2% | 22% | Mid-Market, 86% | 0% | 5% | 3% |
| May 2024 | 2% | 25% | Mid-Market, 87% | 0% | 5% | 3% |
| Apr 2024 | 1% | 29% | Mid-Market, 86% | 0% | 6% | 3% |
| Mar 2024 | — | 33% | Mid-Market, 87% | 0% | 6% | 3% |
| Feb 2024 | 4% | 50% | Mid-Market, 86% | 0% | 6% | 3% |
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