Modal
workspace_premiumMost adopted
switch_access_shortcutMost switched to
24%
arrow_upward7% YoY
#1
Summary
- Modal ranks #1 within the Agent Hosting and Serving category, maintaining its position month-over-month.
- As of April 2026, 24% of organizations who have a vendor in the Agent Hosting and Serving category use Modal: up 7 percentage points from last year.
- Modal has the highest adoption among micro-SMB companies (27%), compared to small-to-medium businesses (25%), mid-market (17%), and enterprise (13%).
- 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
24%
arrow_upward7% YoY
Mid-Market, 39%
24%
18%
#2
#1
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 25% |
| Mid-market | 17% |
| 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) |
|---|---|---|---|---|---|---|
| Mar 2026 | 24% | 18% | Mid-Market, 39% | 13% | 17% | 25% |
| Feb 2026 | 29% | 17% | SMB, 36% | 13% | 15% | 24% |
| Jan 2026 | 18% | 16% | SMB, 35% | 14% | 13% | 22% |
| Dec 2025 | 9% | 16% | SMB, 36% | 13% | 12% | 21% |
| Nov 2025 | 15% | 17% | Enterprise, 36% | 14% | 11% | 22% |
| Oct 2025 | 11% | 15% | Enterprise, 39% | 17% | 11% | 21% |
| Sep 2025 | 9% | 15% | Enterprise, 43% | 18% | 11% | 21% |
| Aug 2025 | 33% | 15% | Enterprise, 49% | 20% | 9% | 22% |
| Jul 2025 | 16% | 13% | Enterprise, 57% | 20% | 8% | 20% |
| Jun 2025 | 16% | 13% | Enterprise, 60% | 23% | 5% | 21% |
| May 2025 | 20% | 13% | Enterprise, 65% | 21% | 4% | 21% |
| Apr 2025 | 12% | 12% | Enterprise, 67% | 21% | 2% | 20% |
| Mar 2025 | 12% | 15% | Enterprise, 65% | 21% | 3% | 20% |
| Feb 2025 | 17% | 16% | Enterprise, 66% | 25% | 6% | 20% |
| Jan 2025 | 6% | 16% | Enterprise, 66% | 25% | 6% | 19% |
| Dec 2024 | 19% | 18% | Enterprise, 65% | 25% | 6% | 21% |
| Nov 2024 | 22% | 19% | Enterprise, 67% | 27% | 7% | 22% |
| Oct 2024 | 5% | 20% | Enterprise, 58% | 27% | 8% | 21% |
| Sep 2024 | 12% | 14% | Enterprise, 60% | 20% | 8% | 22% |
| Aug 2024 | — | 16% | Enterprise, 61% | 22% | 9% | 20% |
| Jul 2024 | 23% | 14% | Enterprise, 62% | 22% | 9% | 21% |
| Jun 2024 | 29% | 13% | Enterprise, 64% | 22% | 10% | 20% |
| May 2024 | 28% | 25% | Enterprise, 68% | 29% | 11% | 18% |
| Apr 2024 | 14% | 25% | Enterprise, 73% | 29% | 10% | 17% |
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