10%
arrow_downward3% YoY
#7
Summary
- Fireworks AI ranks #7 within the Model Serving & Inference category, maintaining its position month-over-month.
- As of June 2026, 10% of organizations who have a vendor in the Model Serving & Inference category use Fireworks AI: down 3 percentage points from last year.
- Fireworks AI has the highest adoption among mid-market companies (11%), compared to enterprise (8%), small-to-medium businesses (10%), and micro-SMB (11%).
- 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
10%
arrow_downward3% YoY
Mid-Market, 42%
6%
9%
#6
#6
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 10% |
| Mid-market | 11% |
| Enterprise | 8% |
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.
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Have feedback?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) |
|---|---|---|---|---|---|---|
| May 2026 | 6% | 9% | Mid-Market, 42% | 8% | 11% | 10% |
| Apr 2026 | 6% | 10% | Mid-Market, 46% | 10% | 11% | 9% |
| Mar 2026 | 6% | 8% | Mid-Market, 46% | 9% | 11% | 8% |
| Feb 2026 | 4% | 8% | Mid-Market, 45% | 8% | 9% | 7% |
| Jan 2026 | — | 8% | Mid-Market, 47% | 10% | 10% | 8% |
| Dec 2025 | 1% | 8% | Mid-Market, 42% | 6% | 9% | 9% |
| Nov 2025 | 5% | 8% | Mid-Market, 40% | 6% | 8% | 10% |
| Oct 2025 | 4% | 8% | Mid-Market, 41% | 7% | 7% | 10% |
| Sep 2025 | 7% | 8% | Mid-Market, 41% | 7% | 8% | 10% |
| Aug 2025 | 1% | 9% | Mid-Market, 41% | 7% | 9% | 9% |
| Jul 2025 | 3% | 10% | Enterprise, 40% | 8% | 10% | 10% |
| Jun 2025 | 2% | 12% | Enterprise, 40% | 12% | 11% | 12% |
| May 2025 | — | 13% | Enterprise, 41% | 14% | 13% | 12% |
| Apr 2025 | 2% | 13% | Enterprise, 42% | 14% | 13% | 13% |
| Mar 2025 | 6% | 13% | Enterprise, 44% | 17% | 15% | 15% |
| Feb 2025 | 15% | 15% | Enterprise, 50% | 17% | 16% | 15% |
| Jan 2025 | 20% | 15% | Enterprise, 51% | 20% | 15% | 14% |
| Dec 2024 | 6% | 11% | Enterprise, 54% | 13% | 12% | 10% |
| Nov 2024 | 2% | 11% | Enterprise, 54% | 15% | 10% | 10% |
| Oct 2024 | 8% | 13% | Enterprise, 62% | 15% | 11% | 10% |
| Sep 2024 | 7% | 15% | Enterprise, 63% | 14% | 8% | 10% |
| Aug 2024 | 9% | 19% | Enterprise, 67% | 18% | 9% | 10% |
| Jul 2024 | 22% | 31% | Enterprise, 78% | 18% | 7% | 10% |
| Jun 2024 | 11% | 17% | Enterprise, 77% | 20% | 4% | 8% |
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