Modal
20%
arrow_upward5% YoY
#2
Summary
- Modal ranks #2 within the Agent Hosting and Serving category, up 1 position month-over-month.
- As of March 2026, 20% of organizations who have a vendor in the Agent Hosting and Serving category use Modal: up 5 percentage points from last year.
- Modal has the highest adoption among micro-SMB companies (23%), compared to small-to-medium businesses (22%), mid-market (14%), and enterprise (12%).
- Modal key capabilities include serverless GPU compute, auto-scaling infrastructure, and containerized function deployment, supporting scalable AI model hosting and inference workloads.
Are businesses buying Modal?
Key stats
20%
arrow_upward5% YoY
Mid-Market, 77%
22%
3%
#2
#5
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 22% |
| Mid-market | 14% |
| Enterprise | 12% |
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) |
|---|---|---|---|---|---|---|
| Feb 2026 | 22% | 3% | Mid-Market, 77% | 12% | 14% | 22% |
| Jan 2026 | 14% | 3% | Mid-Market, 87% | 13% | 12% | 20% |
| Dec 2025 | 8% | 2% | Mid-Market, 100% | 12% | 11% | 19% |
| Nov 2025 | 13% | — | Mid-Market, 100% | 13% | 9% | 20% |
| Oct 2025 | 10% | — | Mid-Market, 100% | 15% | 10% | 20% |
| Sep 2025 | 9% | — | — | 17% | 9% | 20% |
| Aug 2025 | 31% | — | — | 19% | 8% | 21% |
| Jul 2025 | 16% | — | — | 19% | 7% | 19% |
| Jun 2025 | 15% | — | — | 21% | 4% | 19% |
| May 2025 | 20% | — | — | 21% | 4% | 19% |
| Apr 2025 | 9% | — | — | 21% | 2% | 19% |
| Mar 2025 | 10% | — | — | 21% | 2% | 18% |
| Feb 2025 | 16% | — | — | 25% | 4% | 18% |
| Jan 2025 | 5% | — | — | 25% | 5% | 17% |
| Dec 2024 | 18% | — | — | 25% | 5% | 18% |
| Nov 2024 | 17% | — | — | 27% | 6% | 19% |
| Oct 2024 | 6% | — | — | 27% | 7% | 18% |
| Sep 2024 | 10% | — | — | 20% | 7% | 18% |
| Aug 2024 | — | — | — | 20% | 8% | 17% |
| Jul 2024 | 17% | — | — | 20% | 8% | 18% |
| Jun 2024 | 25% | — | — | 20% | 9% | 17% |
| May 2024 | 25% | — | — | 25% | 10% | 15% |
| Apr 2024 | 13% | — | — | 25% | 9% | 14% |
| Mar 2024 | 14% | — | — | 25% | 7% | 14% |
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