Databricks vs LLM Stats
Which Infrastructure AI tool is better in 2026?
Databricks
The data + AI company
LLM Stats
Independent AI evaluations lab
Side-by-side
Databricks is the more established option (raised $5.6B); pricing is comparable on both sides.
| Metric | Databricks | LLM Stats |
|---|---|---|
| Taglinei | The data + AI company | Independent AI evaluations lab |
| Foundedi | 2013🏆 | 2025 |
| HQi | San Francisco, US | New York, US |
| Employeesi | 8000+🏆 | 1-10 |
| Neuron scorei | 95🏆 | 44 |
| Total fundingi | $5.6B🏆 | $500K |
| Latest roundi | Series L · Dec 2025 | Seed · Jan 2025 |
| Valuationi | $134B🏆 | — |
| Cheapest paid plani | — | Pricing not disclosed |
| Free plani | ✗ | ✗ |
| Free triali | ✓ | ✗ |
| Top tier pricei | Committed Use Plan · Contact sales | Pricing not disclosed |
| Pricing summaryi | 3 published plans | Pricing not listed |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Databricks and LLM Stats.
| Capability | Databricks | LLM Stats |
|---|---|---|
| MCP support | ✓ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✓ | ✗ |
| OAuth 2.0 | ✓ | ✗ |
| SDK languages | 6 (Python, Java, R, Scala…) | — |
| Free plan | ✗ | ✗ |
| Free trial | ✓ | ✗ |
| Verified | ✓ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Databricks
- Has raised more capital ($5.6B vs $500K)
- Higher Neuron score (95 vs 44)
- Offers a free trial
- More mature (2013)
🔵 Strengths of LLM Stats
- Newer company (2025)
Which should you choose?
Choose LLM Stats if price matters most — it starts at Pricing not listed, 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 Databricks if you want the most established option — it has raised $5.6B, 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
Databricks vs LLM Stats — which is better?
It depends on your priority. Databricks has raised more capital and is the more established option; LLM Stats has broader feature depth. See the side-by-side table above.
Is Databricks cheaper than LLM Stats?
No — LLM Stats's cheapest paid plan is Pricing not listed, while Databricks's is Enterprise · Contact sales.
Do Databricks and LLM Stats offer free plans?
Databricks: Free trial only. LLM Stats: Paid only.
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