1%
0% YoY
#12
Summary
- Runware ranks #12 within the Model Serving & Inference category, maintaining its position month-over-month.
- As of October 2026, 1% of organizations who have a vendor in the Model Serving & Inference category use Runware: up < 1 percentage points from last year.
- Runware has the highest adoption among enterprise companies (2%), compared to mid-market (2%), small-to-medium businesses (1%), and micro-SMB (1%).
- Runware key capabilities include serverless GPU inference, multi-model API endpoints, and auto-scaling infrastructure, supporting cost-effective AI model deployment and integration.
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Key stats
1%
0% YoY
Mid-Market, 43%
0%
1%
#13
#12
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 1% |
| Mid-market | 2% |
| Enterprise | 2% |
About Runware
Runware is a unified API platform that provides access to AI models for image, video, and audio generation across multiple providers. It enables developers to integrate AI capabilities without managing infrastructure or vendor relationships.
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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 | 0% | 1% | Mid-Market, 43% | 2% | 2% | 1% |
| Aug 2026 | 0% | 1% | Mid-Market, 43% | 2% | 2% | 1% |
| Jul 2026 | 0% | 1% | Enterprise, 45% | 2% | 2% | 1% |
| Jun 2026 | 0% | 1% | Enterprise, 49% | 3% | 2% | 1% |
| May 2026 | — | 1% | Mid-Market, 66% | 3% | 1% | 1% |
| Apr 2026 | — | 1% | Mid-Market, 68% | 0% | 1% | 1% |
| Mar 2026 | — | 1% | Mid-Market, 69% | 0% | 2% | 1% |
| Feb 2026 | 1% | 1% | Mid-Market, 65% | 0% | 2% | 1% |
| Jan 2026 | 1% | 1% | Mid-Market, 70% | 0% | 1% | 1% |
| Dec 2025 | 2% | 1% | Mid-Market, 75% | 0% | 2% | 1% |
| Nov 2025 | 3% | 1% | Mid-Market, 74% | 0% | 2% | 1% |
| Oct 2025 | — | 1% | Mid-Market, 83% | 0% | 1% | 1% |
| Sep 2025 | 1% | 1% | Mid-Market, 86% | 0% | 2% | 1% |
| Aug 2025 | 1% | 1% | Mid-Market, 82% | 0% | 2% | 1% |
| Jul 2025 | 2% | 2% | Mid-Market, 94% | 0% | 2% | 1% |
| Jun 2025 | — | — | Mid-Market, 94% | 0% | 1% | 0% |
| May 2025 | — | — | Mid-Market, 94% | 0% | 1% | 0% |
| Apr 2025 | 2% | 1% | Mid-Market, 100% | 0% | 1% | 0% |
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