16%
arrow_upward2% YoY
#4
Summary
- Modal ranks #4 within the Agent Hosting and Serving category, maintaining its position month-over-month.
- As of January 2026, 16% of organizations who have a vendor in the Agent Hosting and Serving category use Modal: up 2 percentage points from last year.
- Modal has the highest adoption among micro-SMB companies (18%), compared to small-to-medium businesses (17%), mid-market (11%), and enterprise (13%).
Key stats
16%
arrow_upward2% YoY
Mid-Market, 87%
12%
1%
#5
#10
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 17% |
| Mid-market | 11% |
| Enterprise | 13% |
About Modal
Modal is a serverless platform that makes it easy to run compute-intensive workloads including AI inference and training in the cloud.
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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 | 12% | 1% | Mid-Market, 87% | 13% | 11% | 17% |
| Dec 2025 | 8% | 1% | Mid-Market, 100% | 12% | 10% | 17% |
| Nov 2025 | 10% | — | Mid-Market, 100% | 12% | 9% | 17% |
| Oct 2025 | 9% | — | Mid-Market, 100% | 14% | 9% | 17% |
| Sep 2025 | 8% | — | — | 14% | 8% | 17% |
| Aug 2025 | 24% | — | — | 18% | 8% | 18% |
| Jul 2025 | 15% | — | — | 18% | 6% | 16% |
| Jun 2025 | 9% | — | — | 20% | 4% | 16% |
| May 2025 | 15% | — | — | 20% | 3% | 17% |
| Apr 2025 | 8% | — | — | 20% | 2% | 16% |
| Mar 2025 | 6% | — | — | 20% | 2% | 16% |
| Feb 2025 | 12% | — | — | 23% | 3% | 16% |
| Jan 2025 | 4% | — | — | 23% | 3% | 16% |
| Dec 2024 | 13% | — | — | 25% | 4% | 18% |
| Nov 2024 | 15% | — | — | 27% | 5% | 18% |
| Oct 2024 | 5% | — | — | 27% | 6% | 17% |
| Sep 2024 | 9% | — | — | 20% | 6% | 18% |
| Aug 2024 | — | — | — | 20% | 7% | 17% |
| Jul 2024 | 18% | — | — | 20% | 7% | 18% |
| Jun 2024 | 25% | — | — | 20% | 8% | 18% |
| May 2024 | 26% | — | — | 25% | 9% | 16% |
| Apr 2024 | 14% | — | — | 25% | 7% | 15% |
| Mar 2024 | 14% | — | — | 25% | 5% | 14% |
| Feb 2024 | 10% | — | — | 29% | 6% | 14% |
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