Fireworks AI vs SambaNova
Which Infrastructure AI tool is better in 2026?
Fireworks AI
Production-grade generative AI serving
SambaNova
The fastest AI inference platform, purpose-built for agentic AI with custom dataflow technology and three-tier memory architecture.
Side-by-side
SambaNova is the more established option (raised $1.4B), but Fireworks AI is cheaper to start.
| Metric | Fireworks AI | SambaNova |
|---|---|---|
| Taglinei | Production-grade generative AI serving | The fastest AI inference platform, purpose-built for agentic AI with custom dataflow technology and three-tier memory architecture. |
| Foundedi | 2022🏆 | — |
| HQi | San Francisco, US | US |
| Employeesi | 50-100 | 201-500🏆 |
| Neuron scorei | 64🏆 | 60 |
| Total fundingi | $327M | $1.4B🏆 |
| Latest roundi | Series C · Oct 2025 | series-f · Aug 2023 |
| Valuationi | $4B🏆 | $2.2B |
| Cheapest paid plani | Pricing not disclosed🏆 | Pricing not disclosed |
| Free plani | ✗ | ✗ |
| Free triali | ✗ | ✗ |
| Top tier pricei | Pricing not disclosed | Pricing not disclosed |
| Pricing summaryi | Freemium | Enterprise · Contact sales |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Fireworks AI and SambaNova.
| Capability | Fireworks AI | SambaNova |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 3 (Python, JavaScript, TypeScript) | — |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✓ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Fireworks AI
- Higher Neuron score (64 vs 60)
- Newer company (2022)
- Verified profile
🔵 Strengths of SambaNova
- Has raised more capital ($1.4B vs $327M)
Which should you choose?
Choose Fireworks AI if price matters most — it starts at Freemium, which is friendlier for teams watching burn. Both AI Infrastructure tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose SambaNova if you want the most established option — it has raised $1.4B, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
Frequently asked questions
Fireworks AI vs SambaNova — which is better?
It depends on your priority. Fireworks AI is the leaner option; SambaNova has broader feature depth. See the side-by-side table above.
Is Fireworks AI cheaper than SambaNova?
Yes — Fireworks AI's cheapest paid plan is Freemium, while SambaNova's is Enterprise · Contact sales.
Do Fireworks AI and SambaNova offer free plans?
Fireworks AI: Paid only. SambaNova: Paid only.
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