Chalk vs Databricks
Which Data Engineering AI tool is better in 2026?
Chalk
AI data platform delivering real-time context for models and agents
Databricks
The data + AI company
Side-by-side
Databricks is the more established option (raised $5.6B); pricing is comparable on both sides.
| Metric | Chalk | Databricks |
|---|---|---|
| Taglinei | AI data platform delivering real-time context for models and agents | The data + AI company |
| Foundedi | 2022 | 2013🏆 |
| HQi | San Francisco, US | San Francisco, US |
| Employeesi | 11-50 | 8000+🏆 |
| Neuron scorei | 68🏆 | 62 |
| Total fundingi | $60M | $5.6B🏆 |
| Latest roundi | Series A · May 2025 | Series L · Dec 2025 |
| Valuationi | $500M | $134B🏆 |
| Cheapest paid plani | Pricing not disclosed | — |
| Free plani | ✗ | ✗ |
| Free triali | ✗ | ✓ |
| Top tier pricei | Pricing not disclosed | Committed Use Plan · Contact sales |
| Pricing summaryi | Enterprise · Contact sales | 3 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Chalk and Databricks.
| Capability | Chalk | Databricks |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | 6 (Python, Java, R, Scala…) |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✓ |
| Verified | ✗ | ✓ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Chalk
- Higher Neuron score (68 vs 62)
- Newer company (2022)
🔵 Strengths of Databricks
- Has raised more capital ($5.6B vs $60M)
- Offers a free trial
- More mature (2013)
- Verified profile
Which should you choose?
Choose Databricks if price matters most — it starts at Enterprise · Contact sales, which is friendlier for teams watching burn. Both AI Data Engineering 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
Chalk vs Databricks — which is better?
It depends on your priority. Chalk is the leaner option; Databricks has broader feature depth. See the side-by-side table above.
Is Chalk cheaper than Databricks?
No — Databricks's cheapest paid plan is Enterprise · Contact sales, while Chalk's is Enterprise · Contact sales.
Do Chalk and Databricks offer free plans?
Chalk: Paid only. Databricks: Free trial only.
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