Compare · AxForge vs Fireworks AI
AxForge vs Fireworks AI, honestly
Fireworks AI is a US-based inference platform known for fast serving of open models, with strong latency engineering and enterprise features. AxForge serves open models and GPU compute from hardware it owns in the EU. Different strengths, and this page says which is which.
Where Fireworks AI is the better choice
Choose Fireworks AI if…
| Latency engineering | Aggressive serving optimisation and speculative techniques at large scale. |
|---|---|
| Model menu | A broad, fast-moving catalogue of hosted open models. |
| Enterprise features | Mature platform features around deployment and scaling. |
Raw serving speed at scale on a big US platform is the priority.
Where AxForge is the better choice
Choose AxForge if…
| EU-hosted compute | Serverless inference on machines AxForge owns in Sweden, dedicated GPUs in Málaga. The residency answer is structural, not contractual. |
|---|---|
| Transparent serving | Exact model, quantization and hardware are published per model, with our own measured numbers, labelled. |
| GPU access | The same hardware is rentable by the hour, week, month or year as a dedicated DGX Spark, or operated for you as Managed GPU. An inference platform alone doesn't hand you the machine. |
You need EU processing you can evidence, transparent serving, or a path from API to your own dedicated machine.
The facts side
What AxForge actually is
| Products | Serverless Models · Managed GPU · GPU VM |
|---|---|
| Regions | eu-se-1 · Stockholm for serverless inference and RTX 3060 rentals, eu-es-1 · Málaga for dedicated DGX Spark workloads. |
| Pricing | EUR, published: from €0.32 / 1M input tokens; dedicated DGX Spark from €0.85/hour. All prices. |
| Data | Zero prompt retention, no training on customer data. Trust centre. |
| Hardware | Named machines AxForge owns: GPU rental in Europe, with availability stated per system. |