11%
1% YoY
#7
Summary
- Together AI ranks #7 within the Model Serving & Inference category, maintaining its position month-over-month.
- As of August 2026, 11% of organizations who have a vendor in the Model Serving & Inference category use Together AI: up 1 percentage points from last year.
- Together AI has the highest adoption among micro-SMB companies (12%), compared to small-to-medium businesses (11%), mid-market (11%), and enterprise (10%).
- 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?
Key stats
11%
1% YoY
Mid-Market, 43%
4%
9%
#8
#6
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 11% |
| Mid-market | 11% |
| Enterprise | 10% |
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.
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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) |
|---|---|---|---|---|---|---|
| Jul 2026 | 4% | 9% | Mid-Market, 43% | 10% | 11% | 11% |
| Jun 2026 | 7% | 9% | Mid-Market, 41% | 11% | 12% | 11% |
| May 2026 | 5% | 8% | Mid-Market, 39% | 12% | 11% | 10% |
| Apr 2026 | 6% | 9% | Mid-Market, 41% | 13% | 11% | 10% |
| Mar 2026 | 6% | 9% | Enterprise, 37% | 12% | 10% | 10% |
| Feb 2026 | 8% | 8% | Enterprise, 39% | 13% | 9% | 10% |
| Jan 2026 | 4% | 9% | Enterprise, 47% | 15% | 10% | 10% |
| Dec 2025 | 6% | 9% | Enterprise, 44% | 18% | 9% | 10% |
| Nov 2025 | 4% | 9% | Enterprise, 47% | 15% | 9% | 10% |
| Oct 2025 | 9% | 9% | Enterprise, 52% | 16% | 8% | 10% |
| Sep 2025 | 6% | 9% | Enterprise, 53% | 17% | 7% | 9% |
| Aug 2025 | 8% | 9% | Enterprise, 51% | 19% | 8% | 10% |
| Jul 2025 | 5% | 10% | Enterprise, 48% | 15% | 7% | 10% |
| Jun 2025 | 3% | 10% | Enterprise, 49% | 12% | 7% | 10% |
| May 2025 | 3% | 10% | Enterprise, 50% | 14% | 8% | 10% |
| Apr 2025 | 4% | 11% | Enterprise, 52% | 15% | 8% | 11% |
| Mar 2025 | 8% | 11% | Enterprise, 54% | 18% | 8% | 12% |
| Feb 2025 | 5% | 13% | Enterprise, 58% | 18% | 8% | 13% |
| Jan 2025 | 9% | 13% | Enterprise, 61% | 21% | 8% | 14% |
| Dec 2024 | 2% | 16% | Enterprise, 34% | 23% | 9% | 13% |
| Nov 2024 | 2% | 16% | Enterprise, 35% | 9% | 9% | 14% |
| Oct 2024 | 4% | 18% | Enterprise, 37% | 9% | 9% | 14% |
| Sep 2024 | 11% | 19% | Enterprise, 41% | 8% | 10% | 13% |
| Aug 2024 | 9% | 13% | Enterprise, 43% | 10% | 10% | 12% |
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