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11%
5% YoY
#6
Summary
- Replicate ranks #6 within the Model Serving & Inference category, maintaining its position month-over-month.
- As of September 2026, 11% of organizations who have a vendor in the Model Serving & Inference category use Replicate: down 5 percentage points from last year.
- Replicate has the highest adoption among enterprise companies (15%), compared to mid-market (11%), 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
11%
5% YoY
Enterprise, 40%
2%
7%
#8
#8
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 10% |
| Mid-market | 11% |
| Enterprise | 15% |
About Replicate
Replicate is a platform for running machine learning models in the cloud with simple API access to thousands of open-source models.
Procure Replicate with Ramp
AI agents handle purchasing from source to payment. Employees buy faster. Finance controls every dollar.
- Matches POs to invoices automatically
- Manages intake, approvals, and vendor onboarding in one system
- Enforces policy controls before purchases are made
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) |
|---|---|---|---|---|---|---|
| Aug 2026 | 3% | 7% | Enterprise, 39% | 18% | 12% | 12% |
| Jul 2026 | 3% | 8% | Enterprise, 42% | 21% | 13% | 13% |
| Jun 2026 | 6% | 9% | Enterprise, 42% | 24% | 14% | 14% |
| May 2026 | 8% | 9% | Enterprise, 42% | 23% | 14% | 14% |
| Apr 2026 | 8% | 8% | Enterprise, 44% | 23% | 15% | 14% |
| Mar 2026 | 8% | 9% | Enterprise, 46% | 26% | 15% | 15% |
| Feb 2026 | 11% | 9% | Enterprise, 52% | 29% | 16% | 15% |
| Jan 2026 | 17% | 10% | Enterprise, 52% | 36% | 14% | 15% |
| Dec 2025 | 8% | 9% | Enterprise, 54% | 32% | 14% | 13% |
| Nov 2025 | 15% | 9% | Enterprise, 54% | 33% | 15% | 14% |
| Oct 2025 | 10% | 8% | Enterprise, 57% | 32% | 14% | 13% |
| Sep 2025 | 16% | 8% | Enterprise, 54% | 34% | 13% | 13% |
| Aug 2025 | 8% | 8% | Enterprise, 58% | 30% | 14% | 13% |
| Jul 2025 | 9% | 6% | Enterprise, 60% | 31% | 12% | 13% |
| Jun 2025 | 4% | 5% | Enterprise, 57% | 27% | 11% | 13% |
| May 2025 | 5% | 5% | Enterprise, 56% | 29% | 12% | 13% |
| Apr 2025 | 4% | 5% | Enterprise, 57% | 30% | 14% | 14% |
| Mar 2025 | 4% | 6% | Enterprise, 57% | 35% | 17% | 15% |
| Feb 2025 | 4% | 6% | Enterprise, 58% | 35% | 18% | 17% |
| Jan 2025 | 11% | 6% | Enterprise, 56% | 43% | 20% | 20% |
| Dec 2024 | 15% | 4% | Enterprise, 51% | 38% | 22% | 22% |
| Nov 2024 | 15% | 5% | Enterprise, 53% | 36% | 21% | 23% |
| Oct 2024 | 20% | 2% | Enterprise, 56% | 36% | 19% | 24% |
| Sep 2024 | 15% | 5% | Enterprise, 49% | 33% | 21% | 23% |
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