17%
3% YoY
#4
Summary
- Together AI ranks #4 within the Model Serving & Inference category, up 1 position month-over-month.
- As of October 2026, 17% of organizations who have a vendor in the Model Serving & Inference category use Together AI: down 3 percentage points from last year.
- Together AI has the highest adoption among mid-market companies (18%), compared to enterprise (16%), small-to-medium businesses (17%), and micro-SMB (18%).
- Together AI key capabilities include open-source model hosting, fine-tuning services, and scalable inference APIs, supporting enterprise AI application development and deployment.
Are businesses buying Together AI?
Add this chart to your website.
Key stats
17%
3% YoY
Mid-Market, 43%
7%
12%
#6
#3
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 17% |
| Mid-market | 18% |
| Enterprise | 16% |
About Together AI
Together AI is a cloud platform that provides GPU infrastructure for training, fine-tuning, and deploying open-source AI models at scale with optimized performance and cost efficiency.
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 | 7% | 12% | Mid-Market, 43% | 16% | 18% | 17% |
| Aug 2026 | 7% | 12% | Mid-Market, 42% | 17% | 19% | 17% |
| Jul 2026 | 10% | 12% | Mid-Market, 42% | 17% | 18% | 18% |
| Jun 2026 | 14% | 12% | Mid-Market, 41% | 18% | 18% | 18% |
| May 2026 | 12% | 12% | Mid-Market, 40% | 18% | 18% | 17% |
| Apr 2026 | 14% | 12% | Mid-Market, 40% | 18% | 17% | 17% |
| Mar 2026 | 11% | 15% | Mid-Market, 37% | 17% | 17% | 18% |
| Feb 2026 | 13% | 15% | Enterprise, 39% | 19% | 15% | 18% |
| Jan 2026 | 6% | 14% | Enterprise, 43% | 23% | 17% | 19% |
| Dec 2025 | 11% | 14% | Enterprise, 41% | 26% | 17% | 20% |
| Nov 2025 | 7% | 15% | Enterprise, 42% | 23% | 18% | 20% |
| Oct 2025 | 19% | 16% | Enterprise, 44% | 24% | 17% | 21% |
| Sep 2025 | 10% | 16% | Enterprise, 45% | 26% | 17% | 21% |
| Aug 2025 | 12% | 15% | Enterprise, 43% | 27% | 18% | 22% |
| Jul 2025 | 13% | 16% | Enterprise, 41% | 27% | 18% | 22% |
| Jun 2025 | 8% | 19% | Enterprise, 42% | 23% | 18% | 23% |
| May 2025 | 9% | 20% | Enterprise, 44% | 26% | 18% | 24% |
| Apr 2025 | 16% | 21% | Enterprise, 46% | 28% | 17% | 25% |
| Mar 2025 | 14% | 21% | Enterprise, 48% | 28% | 17% | 24% |
| Feb 2025 | 14% | 24% | Enterprise, 48% | 28% | 16% | 25% |
| Jan 2025 | 24% | 21% | Enterprise, 53% | 25% | 14% | 24% |
| Dec 2024 | 4% | 25% | Enterprise, 36% | 27% | 13% | 22% |
| Nov 2024 | 5% | 25% | Enterprise, 39% | 13% | 13% | 23% |
| Oct 2024 | 10% | 25% | Enterprise, 43% | 13% | 12% | 23% |
Have feedback?
Share your feedback, suggest improvements, or tell us what vendors you'd like to see covered next.