# Databricks Notebooks

> Sub-millisecond feature serving for dynamic pricing and real-time financial decisions

- **Canonical URI:** https://www.vioscale.ai/software/databricks-notebooks
- **Category:** ML Notebooks
- **Homepage:** https://www.databricks.com/product/databricks-notebooks
- **Also known as:** databricks-notebooks
- **Profile claimed by vendor:** no
- **Last updated:** 2026-08-20T12:21:14.924Z

## Vioscale score

**22.4 / 100**, confidence 3% (low). Computed 2026-09-01.

Composite of weighted, independently-sourced signals (no user reviews, no vendor payment).

| Signal | Score | Weight | Contribution | Evidence present |
|---|--:|--:|--:|:--:|
| price_level | 0 | 0.052 | 0 | - |
| reliability | 0 | 0.073 | 0 | - |
| capabilities | 0 | 0.04877777777777778 | 0 | - |
| integrations | 22.4 | 0.04066666666666666 | 0.9 | ✓ |
| security_posture | 0 | 0.073 | 0 | - |
| pricing_transparency | 0 | 0.084 | 0 | - |

## About

A unified data platform that serves complex pricing models with sub-millisecond latency by combining historical datasets with instant feature access and structured analytics.

_Independently observed._

## Platform & deployment

- **Platforms:** Web

## Integrations (5)

_Independently observed._

- Tecton
- Fennel
- Apache Spark
- Delta
- Iceberg

## Facts

Every value below carries its source and our confidence. Facts are re-crawled on a freshness schedule.

### integrations

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| integrations.count | 5 | [link](https://www.databricks.com/dataaisummit/session/millisecond-pricing-high-velocity-feature-serving-lakebase) | 2026-08-20 | 60% (medium) |

---
*Source: Vioscale (https://www.vioscale.ai/software/databricks-notebooks). Independent, evidence-based software intelligence. Cite the canonical URI.*