10%
7% YoY
#5
Summary
- Replicate ranks #5 within the Model Serving & Inference category, maintaining its position month-over-month.
- As of October 2026, 10% of organizations who have a vendor in the Model Serving & Inference category use Replicate: down 7 percentage points from last year.
- Replicate has the highest adoption among enterprise companies (13%), compared to mid-market (10%), small-to-medium businesses (10%), and micro-SMB (10%).
- Replicate key capabilities include one-click model deployment, auto-scaling infrastructure, and API-first serving, supporting developers running machine learning models in production.
Are businesses buying Replicate?
Key stats
10%
7% YoY
Enterprise, 39%
3%
7%
#5
#8
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 10% |
| Mid-market | 10% |
| Enterprise | 13% |
About Replicate
Replicate is a platform for running machine learning models in the cloud with simple API access to thousands of open-source models.
Don’t miss key shifts in business spend.
Similar solutions
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) |
|---|---|---|---|---|---|---|
| Sep 2026 | 3% | 7% | Enterprise, 39% | 13% | 10% | 10% |
| Aug 2026 | 2% | 7% | Enterprise, 41% | 16% | 12% | 11% |
| Jul 2026 | 3% | 9% | Enterprise, 45% | 21% | 13% | 12% |
| Jun 2026 | 5% | 9% | Enterprise, 45% | 27% | 14% | 13% |
| May 2026 | 7% | 10% | Enterprise, 45% | 25% | 14% | 14% |
| Apr 2026 | 6% | 10% | Enterprise, 45% | 25% | 15% | 14% |
| Mar 2026 | 8% | 10% | Enterprise, 47% | 27% | 15% | 15% |
| Feb 2026 | 9% | 10% | Enterprise, 51% | 32% | 16% | 15% |
| Jan 2026 | 17% | 10% | Enterprise, 52% | 39% | 15% | 16% |
| Dec 2025 | 8% | 10% | Enterprise, 53% | 37% | 15% | 15% |
| Nov 2025 | 12% | 10% | Enterprise, 52% | 38% | 15% | 15% |
| Oct 2025 | 10% | 10% | Enterprise, 54% | 38% | 15% | 16% |
| Sep 2025 | 15% | 9% | Enterprise, 53% | 41% | 15% | 16% |
| Aug 2025 | 12% | 8% | Enterprise, 51% | 35% | 15% | 16% |
| Jul 2025 | 12% | 7% | Enterprise, 49% | 31% | 14% | 16% |
| Jun 2025 | 5% | 7% | Enterprise, 46% | 25% | 13% | 16% |
| May 2025 | 5% | 6% | Enterprise, 45% | 25% | 15% | 16% |
| Apr 2025 | 3% | 7% | Enterprise, 46% | 27% | 17% | 18% |
| Mar 2025 | 4% | 8% | Enterprise, 45% | 32% | 19% | 20% |
| Feb 2025 | 5% | 8% | Enterprise, 46% | 32% | 21% | 21% |
| Jan 2025 | 13% | 10% | Enterprise, 43% | 38% | 26% | 25% |
| Dec 2024 | 13% | 12% | Enterprise, 44% | 33% | 27% | 28% |
| Nov 2024 | 22% | 9% | Enterprise, 46% | 31% | 26% | 30% |
| Oct 2024 | 25% | 5% | Enterprise, 49% | 31% | 26% | 31% |
Have feedback?
Share your feedback, suggest improvements, or tell us what vendors you'd like to see covered next.