Groq vs Preferred Networks
Which Infrastructure AI tool is better in 2026?
Groq
Fastest AI inference on the planet
Preferred Networks
Preferred Networks develops and provides all four layers of the AI technology value chain: AI semiconductors, computing infrastructure, generative AI foundation models, and AI products/solutions.
Side-by-side
Groq is the more established option (raised $2.3B); pricing is comparable on both sides.
| Metric | Groq | Preferred Networks |
|---|---|---|
| Taglinei | Fastest AI inference on the planet | Preferred Networks develops and provides all four layers of the AI technology value chain: AI semiconductors, computing infrastructure, generative AI foundation models, and AI products/solutions. |
| Foundedi | 2016🏆 | — |
| HQi | Mountain View, US | Tokyo, JP |
| Employeesi | 200-500 | 201-500🏆 |
| Neuron scorei | 84🏆 | 70 |
| Total fundingi | $2.3B🏆 | $160M |
| Latest roundi | Series E · Sep 2025 | Corporate · Dec 2017 |
| Valuationi | $6.9B🏆 | — |
| Cheapest paid plani | — | Pricing not disclosed |
| Free plani | ✓ Free | ✗ |
| Free triali | ✓ | ✗ |
| Top tier pricei | Enterprise · Contact sales | Pricing not disclosed |
| Pricing summaryi | 3 published plans | Enterprise · Contact sales |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Groq and Preferred Networks.
| Capability | Groq | Preferred Networks |
|---|---|---|
| MCP support | ✓ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 2 (Python, JavaScript) | — |
| Free plan | ✓ | ✗ |
| Free trial | ✓ | ✗ |
| Verified | ✓ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Groq
- Has raised more capital ($2.3B vs $160M)
- Higher Neuron score (84 vs 70)
- Offers a free plan
- Offers a free trial
🔵 Strengths of Preferred Networks
- Strong in AI Infrastructure
Which should you choose?
Choose Preferred Networks if price matters most — it starts at Enterprise · Contact sales, 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 Groq if you want the most established option — it has raised $2.3B, 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
Groq vs Preferred Networks — which is better?
It depends on your priority. Groq has raised more capital and is the more established option; Preferred Networks has broader feature depth. See the side-by-side table above.
Is Groq cheaper than Preferred Networks?
No — Preferred Networks's cheapest paid plan is Enterprise · Contact sales, while Groq's is Free.
Do Groq and Preferred Networks offer free plans?
Groq: Yes, has a free plan. Preferred Networks: Paid only.
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