Databricks vs Napkin Math
Which Agents AI tool is better in 2026?
Databricks
The data + AI company
Napkin Math
the hyper-The hyper-personalized AI food journal that helps people…
Side-by-side
Databricks is the more established option (raised $5.6B); pricing is comparable on both sides.
| Metric | Databricks | Napkin Math |
|---|---|---|
| Taglinei | The data + AI company | the hyper-The hyper-personalized AI food journal that helps people… |
| Foundedi | 2013🏆 | 2026 |
| HQi | San Francisco, US | San Francisco, US |
| Employeesi | 8000+🏆 | 1-10 |
| Neuron scorei | 95🏆 | 44 |
| Total fundingi | $5.6B🏆 | $500K |
| Latest roundi | Series L · Dec 2025 | Seed · Jan 2026 |
| 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 Napkin Math.
| Capability | Databricks | Napkin Math |
|---|---|---|
| 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 Napkin Math
- Newer company (2026)
Which should you choose?
Choose Napkin Math if price matters most — it starts at Pricing not listed, which is friendlier for teams watching burn. Both AI Agents 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 Napkin Math — which is better?
It depends on your priority. Databricks has raised more capital and is the more established option; Napkin Math has broader feature depth. See the side-by-side table above.
Is Databricks cheaper than Napkin Math?
No — Napkin Math's cheapest paid plan is Pricing not listed, while Databricks's is Enterprise · Contact sales.
Do Databricks and Napkin Math offer free plans?
Databricks: Free trial only. Napkin Math: Paid only.
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