Databricks vs Refact.ai
Which Agents AI tool is better in 2026?
Databricks
The data + AI company
Refact.ai
Self-hosted AI coding assistant — run on your own infra, own your data
Side-by-side
Databricks is the more established option (raised $5.6B), but Refact.ai is cheaper to start.
| Metric | Databricks | Refact.ai |
|---|---|---|
| Taglinei | The data + AI company | Self-hosted AI coding assistant — run on your own infra, own your data |
| Foundedi | 2013🏆 | 2022 |
| HQi | San Francisco, US | Amsterdam, NL |
| Employeesi | 8000+🏆 | 11-50 |
| Neuron scorei | 95🏆 | 60 |
| Total fundingi | $5.6B🏆 | Undisclosed |
| Latest roundi | Series L · Dec 2025 | Seed · Jan 2023 |
| Valuationi | $134B🏆 | — |
| Cheapest paid plani | — | Pro · $10/mo🏆 |
| Free plani | ✗ | ✓ Free |
| Free triali | ✓ | ✗ |
| Top tier pricei | Committed Use Plan · Contact sales | Pro · $10/mo |
| Pricing summaryi | 3 published plans | 3 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Databricks and Refact.ai.
| Capability | Databricks | Refact.ai |
|---|---|---|
| MCP support | ✓ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✓ | ✗ |
| OAuth 2.0 | ✓ | ✗ |
| SDK languages | 6 (Python, Java, R, Scala…) | 1 (Python) |
| Free plan | ✗ | ✓ |
| Free trial | ✓ | ✗ |
| Verified | ✓ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Databricks
- Has raised more capital ($5.6B vs Undisclosed)
- Higher Neuron score (95 vs 60)
- Offers a free trial
- More mature (2013)
🔵 Strengths of Refact.ai
- Offers a free plan
- Newer company (2022)
Which should you choose?
Choose Refact.ai if price matters most — it starts at Free, 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 Refact.ai — which is better?
It depends on your priority. Databricks has raised more capital and is the more established option; Refact.ai is cheaper to start. See the side-by-side table above.
Is Databricks cheaper than Refact.ai?
No — Refact.ai's cheapest paid plan is Pro · $10/mo, while Databricks's is Enterprise · Contact sales.
Do Databricks and Refact.ai offer free plans?
Databricks: Free trial only. Refact.ai: Yes, has a free plan.
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