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14%
5% YoY
#3
Summary
- Fireworks AI ranks #3 within the Model Serving & Inference category, up 2 positions month-over-month.
- As of September 2026, 14% of organizations who have a vendor in the Model Serving & Inference category use Fireworks AI: up 5 percentage points from last year.
- Fireworks AI has the highest adoption among mid-market companies (17%), compared to enterprise (14%), small-to-medium businesses (14%), and micro-SMB (14%).
- Fireworks AI key capabilities include high-performance inference APIs, multi-model support, and cost-optimized AI deployment, supporting scalable generative AI applications for developers and enterprises.
Are businesses buying Fireworks AI?
Key stats
14%
5% YoY
Mid-Market, 45%
10%
13%
#2
#2
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 14% |
| Mid-market | 17% |
| Enterprise | 14% |
About Fireworks AI
Fireworks AI provides infrastructure and tools for deploying and optimizing large language models at scale. It helps developers build scalable, high-performance AI applications with ease.
Procure Fireworks AI 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
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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) |
|---|---|---|---|---|---|---|
| Aug 2026 | 10% | 13% | Mid-Market, 45% | 14% | 17% | 14% |
| Jul 2026 | 14% | 12% | Mid-Market, 50% | 12% | 14% | 12% |
| Jun 2026 | 9% | 11% | Mid-Market, 52% | 6% | 12% | 10% |
| May 2026 | 3% | 8% | Mid-Market, 48% | 5% | 10% | 8% |
| Apr 2026 | 4% | 9% | Mid-Market, 52% | 7% | 10% | 8% |
| Mar 2026 | 4% | 7% | Mid-Market, 53% | 6% | 10% | 7% |
| Feb 2026 | 3% | 7% | Mid-Market, 53% | 5% | 9% | 7% |
| Jan 2026 | 0% | 7% | Mid-Market, 46% | 5% | 9% | 7% |
| Dec 2025 | 1% | 7% | Mid-Market, 42% | 8% | 9% | 8% |
| Nov 2025 | 3% | 7% | Mid-Market, 42% | 8% | 8% | 9% |
| Oct 2025 | 4% | 7% | Mid-Market, 41% | 9% | 9% | 9% |
| Sep 2025 | 6% | 8% | Mid-Market, 41% | 9% | 9% | 9% |
| Aug 2025 | 1% | 8% | Mid-Market, 41% | 10% | 10% | 9% |
| Jul 2025 | 2% | 9% | Mid-Market, 40% | 10% | 11% | 10% |
| Jun 2025 | 1% | 10% | Mid-Market, 41% | 11% | 12% | 11% |
| May 2025 | 1% | 12% | Mid-Market, 40% | 13% | 13% | 12% |
| Apr 2025 | 1% | 12% | Mid-Market, 39% | 14% | 14% | 13% |
| Mar 2025 | 6% | 13% | Mid-Market, 39% | 16% | 15% | 14% |
| Feb 2025 | 12% | 14% | Enterprise, 43% | 16% | 15% | 14% |
| Jan 2025 | 12% | 14% | Mid-Market, 46% | 19% | 15% | 13% |
| Dec 2024 | 6% | 7% | Mid-Market, 42% | 7% | 12% | 10% |
| Nov 2024 | 5% | 9% | Mid-Market, 38% | 6% | 10% | 11% |
| Oct 2024 | 3% | 7% | Enterprise, 37% | 6% | 9% | 11% |
| Sep 2024 | 9% | 5% | Enterprise, 39% | 6% | 7% | 10% |
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