LLM Stats vs Upscale AI
Which Infrastructure AI tool is better in 2026?
LLM Stats
Independent AI evaluations lab
Upscale AI
Pure-play AI networking infrastructure
Side-by-side
Upscale AI is the more established option (raised $300M); pricing is comparable on both sides.
| Metric | LLM Stats | Upscale AI |
|---|---|---|
| Taglinei | Independent AI evaluations lab | Pure-play AI networking infrastructure |
| Foundedi | 2025 | 2025 |
| HQi | New York, US | US |
| Employeesi | 1-10🏆 | — |
| Neuron scorei | 44 | 90🏆 |
| Total fundingi | $500K | $300M🏆 |
| Latest roundi | Seed · Jan 2025 | Series A · Jan 2026 |
| Valuationi | — | — |
| Cheapest paid plani | Pricing not disclosed | Pricing not disclosed |
| Free plani | ✗ | ✗ |
| Free triali | ✗ | ✗ |
| Top tier pricei | Pricing not disclosed | Pricing not disclosed |
| Pricing summaryi | Pricing not listed | Enterprise · Contact sales |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for LLM Stats and Upscale AI.
| Capability | LLM Stats | Upscale AI |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of LLM Stats
- Strong in AI Infrastructure
🔵 Strengths of Upscale AI
- Has raised more capital ($300M vs $500K)
- Higher Neuron score (90 vs 44)
Which should you choose?
Choose Upscale AI 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 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
LLM Stats vs Upscale AI — which is better?
It depends on your priority. LLM Stats is the leaner option; Upscale AI has broader feature depth. See the side-by-side table above.
Is LLM Stats cheaper than Upscale AI?
No — Upscale AI's cheapest paid plan is Enterprise · Contact sales, while LLM Stats's is Pricing not listed.
Do LLM Stats and Upscale AI offer free plans?
LLM Stats: Paid only. Upscale AI: Paid only.
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