22%
arrow_upward6% YoY
#2
Summary
- fal AI ranks #2 within the Model Serving & Inference category, up 1 position month-over-month.
- As of June 2026, 22% of organizations who have a vendor in the Model Serving & Inference category use fal AI: up 6 percentage points from last year.
- fal AI has the highest adoption among enterprise companies (25%), compared to mid-market (20%), small-to-medium businesses (22%), and micro-SMB (22%).
- fal ai key capabilities include serverless AI model deployment, real-time inference APIs, and auto-scaling infrastructure, supporting production-ready AI application hosting.
Are businesses buying fal AI?
Key stats
22%
arrow_upward6% YoY
Mid-Market, 38%
21%
13%
#2
#2
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 22% |
| Mid-market | 20% |
| Enterprise | 25% |
About fal AI
Fal AI is an inference platform that enables developers to run and scale generative AI models with ultra-fast performance and easy API access.
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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) |
|---|---|---|---|---|---|---|
| May 2026 | 21% | 13% | Mid-Market, 38% | 25% | 20% | 22% |
| Apr 2026 | 15% | 14% | Mid-Market, 37% | 23% | 20% | 21% |
| Mar 2026 | 18% | 13% | Mid-Market, 37% | 24% | 18% | 21% |
| Feb 2026 | 10% | 14% | Mid-Market, 36% | 22% | 17% | 20% |
| Jan 2026 | 13% | 14% | Enterprise, 37% | 26% | 18% | 21% |
| Dec 2025 | 14% | 14% | Enterprise, 39% | 25% | 17% | 21% |
| Nov 2025 | 14% | 14% | Enterprise, 41% | 24% | 17% | 21% |
| Oct 2025 | 11% | 14% | Enterprise, 44% | 26% | 17% | 21% |
| Sep 2025 | 15% | 15% | Enterprise, 48% | 27% | 16% | 21% |
| Aug 2025 | 17% | 14% | Enterprise, 40% | 29% | 14% | 21% |
| Jul 2025 | 13% | 14% | Enterprise, 43% | 20% | 14% | 20% |
| Jun 2025 | 26% | 15% | Enterprise, 49% | 20% | 14% | 20% |
| May 2025 | 10% | 14% | Enterprise, 46% | 23% | 12% | 17% |
| Apr 2025 | 9% | 16% | Enterprise, 49% | 19% | 12% | 17% |
| Mar 2025 | 14% | 17% | Enterprise, 56% | 22% | 13% | 18% |
| Feb 2025 | 7% | 16% | Enterprise, 58% | 22% | 10% | 17% |
| Jan 2025 | 13% | 17% | Enterprise, 55% | 27% | 11% | 18% |
| Dec 2024 | 16% | 20% | Enterprise, 59% | 21% | 10% | 18% |
| Nov 2024 | 16% | 20% | Enterprise, 66% | 25% | 9% | 17% |
| Oct 2024 | 16% | 22% | Enterprise, 45% | 25% | 5% | 16% |
| Sep 2024 | 20% | 21% | SMB, 69% | 8% | 5% | 14% |
| Aug 2024 | 26% | 19% | SMB, 63% | 0% | 3% | 11% |
| Jul 2024 | — | 6% | SMB, 61% | 0% | 2% | 5% |
| Jun 2024 | 6% | — | SMB, 57% | 0% | 2% | 5% |
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