Helicone vs Upscale AI
Which Infrastructure AI tool is better in 2026?
Helicone
Helicone is an AI gateway and LLM observability platform that helps companies route, debug, and analyze their AI applications.
Upscale AI
Pure-play AI networking infrastructure
Side-by-side
Upscale AI is the more established option (raised $300M), but Helicone is cheaper to start.
| Metric | Helicone | Upscale AI |
|---|---|---|
| Taglinei | Helicone is an AI gateway and LLM observability platform that helps companies route, debug, and analyze their AI applications. | Pure-play AI networking infrastructure |
| Foundedi | — | 2025🏆 |
| HQi | US | US |
| Employeesi | 11-50🏆 | — |
| Neuron scorei | 60 | 90🏆 |
| Total fundingi | Undisclosed | $300M🏆 |
| Latest roundi | — | Series A · Jan 2026 |
| Valuationi | — | — |
| Cheapest paid plani | —🏆 | Pricing not disclosed |
| Free plani | ✓ Free Trial | ✗ |
| Free triali | ✓ | ✗ |
| Top tier pricei | — | Pricing not disclosed |
| Pricing summaryi | 1 published plans | Enterprise · Contact sales |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Helicone and Upscale AI.
| Capability | Helicone | Upscale AI |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✓ | ✗ |
| Free trial | ✓ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Helicone
- Offers a free plan
- Offers a free trial
- Lower starting price ($79/mo)
🔵 Strengths of Upscale AI
- Has raised more capital ($300M vs Undisclosed)
- Higher Neuron score (90 vs 60)
- Newer company (2025)
Which should you choose?
Choose Helicone if price matters most — it starts at Free · From $79/mo, 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 Upscale AI if you want the most established option — it has raised $300M, 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
Helicone vs Upscale AI — which is better?
It depends on your priority. Helicone is the leaner option; Upscale AI has broader feature depth. See the side-by-side table above.
Is Helicone cheaper than Upscale AI?
Yes — Helicone's cheapest paid plan is Free, while Upscale AI's is Enterprise · Contact sales.
Do Helicone and Upscale AI offer free plans?
Helicone: Yes, has a free plan. Upscale AI: Paid only.
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