13%
arrow_upward2% YoY
#5
Summary
- Fireworks AI ranks #5 within the Model Serving & Inference category, maintaining its position month-over-month.
- As of May 2026, 13% of organizations who have a vendor in the Model Serving & Inference category use Fireworks AI: up 2 percentage points from last year.
- Fireworks AI has the highest adoption among mid-market companies (16%), compared to enterprise (13%), small-to-medium businesses (12%), and micro-SMB (13%).
- 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
13%
arrow_upward2% YoY
Mid-Market, 44%
15%
14%
#3
#3
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 12% |
| Mid-market | 16% |
| Enterprise | 13% |
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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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) |
|---|---|---|---|---|---|---|
| Apr 2026 | 15% | 14% | Mid-Market, 44% | 13% | 16% | 12% |
| Mar 2026 | 9% | 12% | Mid-Market, 56% | 11% | 14% | 9% |
| Feb 2026 | 5% | 11% | Mid-Market, 56% | 4% | 14% | 9% |
| Jan 2026 | 3% | 12% | Mid-Market, 55% | 5% | 15% | 10% |
| Dec 2025 | 8% | 12% | Mid-Market, 51% | 5% | 16% | 10% |
| Nov 2025 | 11% | 12% | Mid-Market, 44% | 5% | 14% | 10% |
| Oct 2025 | 8% | 12% | Mid-Market, 45% | 5% | 10% | 9% |
| Sep 2025 | 6% | 12% | Mid-Market, 44% | 6% | 10% | 9% |
| Aug 2025 | 1% | 13% | Mid-Market, 42% | 6% | 11% | 9% |
| Jul 2025 | 3% | 14% | Enterprise, 47% | 6% | 10% | 10% |
| Jun 2025 | 4% | 18% | Enterprise, 48% | 14% | 11% | 11% |
| May 2025 | 8% | 21% | Enterprise, 52% | 18% | 12% | 11% |
| Apr 2025 | 3% | 22% | Enterprise, 53% | 18% | 10% | 11% |
| Mar 2025 | 10% | 26% | Enterprise, 58% | 18% | 12% | 13% |
| Feb 2025 | 26% | 29% | Enterprise, 65% | 18% | 12% | 12% |
| Jan 2025 | 13% | 25% | Enterprise, 72% | 20% | 12% | 7% |
| Dec 2024 | 3% | 24% | Enterprise, 73% | 22% | 8% | 6% |
| Nov 2024 | 7% | 29% | Enterprise, 74% | 22% | 8% | 6% |
| Oct 2024 | 6% | 36% | Enterprise, 78% | 22% | 8% | 5% |
| Sep 2024 | 3% | 30% | Enterprise, 79% | 20% | 7% | 5% |
| Aug 2024 | 11% | 33% | Enterprise, 84% | 22% | 8% | 6% |
| Jul 2024 | 17% | 43% | Enterprise, 97% | 22% | 6% | 5% |
| Jun 2024 | — | 25% | Enterprise, 95% | 25% | 0% | 3% |
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