LLM Stats vs Modal
Which Infrastructure AI tool is better in 2026?
LLM Stats
Independent AI evaluations lab
Modal
High-performance AI infrastructure with sub-second cold starts and instant autoscaling.
Side-by-side
Modal leads on both fronts — more capital raised ($1.2B) and a lower entry price than LLM Stats.
| Metric | LLM Stats | Modal |
|---|---|---|
| Taglinei | Independent AI evaluations lab | High-performance AI infrastructure with sub-second cold starts and instant autoscaling. |
| Foundedi | 2025 | 2021🏆 |
| HQi | New York, US | New York, US |
| Employeesi | 1-10 | 51-200🏆 |
| Neuron scorei | 51 | 70🏆 |
| Total fundingi | $500K | $1.2B🏆 |
| Latest roundi | Seed · Jan 2025 | series-d · Oct 2026 |
| Valuationi | — | $4.7B🏆 |
| 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 | Freemium |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for LLM Stats and Modal.
| Capability | LLM Stats | Modal |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | 1 (python) |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of LLM Stats
- Newer company (2025)
🔵 Strengths of Modal
- Has raised more capital ($1.2B vs $500K)
- Higher Neuron score (70 vs 51)
- More mature (2021)
Which should you choose?
Choose Modal 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 Modal if you want the most established option — it has raised $1.2B, 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 Modal — which is better?
It depends on your priority. LLM Stats is the leaner option; Modal is cheaper to start. See the side-by-side table above.
Is LLM Stats cheaper than Modal?
No — Modal's cheapest paid plan is Freemium, while LLM Stats's is Pricing not listed.
Do LLM Stats and Modal offer free plans?
LLM Stats: Paid only. Modal: Paid only.
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