>Box vs Databricks
Box AI Company Profile & Rankings • Databricks AI Company Profile & Rankings
AI Activity Comparison
Box
Box, Inc. is an American public technology company that develops and markets cloud-based content management, collaboration, and file sharing tools for businesses. Founded in 2005 by Aaron Levie and Dylan Smith, the company initially focused on consumers before pivoting to enterprise users around 2009. Its software provides an online folder system for storing and managing files, which users can access from any device to comment, share, apply workflows, and implement security policies. After raising approximately $500 million in funding, Box became a public company in 2015. The company is headquartered in Redwood City, California.
Databricks
Databricks, Inc. is an American software company based in San Francisco that provides a cloud-based platform for data analytics and artificial intelligence. Founded in 2013 by the original creators of the Apache Spark processing engine, the company is known for developing the data lakehouse architecture, a system that combines elements of data warehouses and data lakes. Its product portfolio includes Delta Lake, an open-source project designed to add ACID transaction support to data lakes. Recent company developments include the launch of a serverless database product and a focus on enterprise AI adoption and agentic systems.
Based on 7 events tracked for Box over the past 30 days (3 in the past 7 days), updated in near real-time.
Box versus Databricks: Live 2026 Comparison
Box leads in development velocity with 3 events this week (1.5x more than Databricks), while Databricks holds the edge in community sentiment at 44% positive. This comparison draws on 5 tracked events from the past 7 days — including product launches, research papers, and community discussions — scored through our 5-dimension scoring methodology. Our Hype Gap analysis shows Databricks has more authentic positioning (gap: -4.9) compared to Box (4.2). Data refreshes every 5 minutes. Compare other AI companies →
Box vs Databricks: Key Signals
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Box vs Databricks: Head-to-Head
| Metric | Box | Databricks |
|---|---|---|
| Rank | #84 | #49 |
| Overall Score | 15.8 | 26.3 |
| 7-Day Events | 3 | 2 |
| 30-Day Events | 7 | 21 |
| Sentiment | 30% | 44% |
| Momentum 7d vs 30d velocity | 0% | 0% |
| Hype Score | 5.1 | 5.3 |
| Reality Score | 0.9 | 10.2 |
| Hype Gap | +4.2 | -4.9 |
📊 Visual Comparison
Compare 5 key metrics on a 0-100 scale. Larger area = stronger overall performance.
Metric Definitions:
What Separates Box from Databricks
Who Ships Faster: Box or Databricks?
Box logged 3 events this week vs Databricks's 2 — a 1.5x difference in product launches, research papers, and code commits. Over the past 30 days, the gap is 0.3x (7 vs 21), suggesting this gap is widening.
What Users Think of Databricks vs Box
Databricks has 44% positive sentiment vs Box's 30%. The 14-point gap is modest, meaning both have comparable community trust.
Does Databricks Deliver on Its Promises?
Databricks's hype gap of -4.9 vs Box's 4.2 means Databricks delivers on its promises — marketing claims closely match actual capabilities.
Where Databricks and Box Rank
Databricks at #49 outranks Box at #84 among 2,800+ AI companies. The 35-rank gap reflects different market tiers and adoption levels.
Box vs Databricks: Momentum Trend
Both companies show stable or declining momentum, suggesting a period of consolidation rather than rapid expansion.
About Box and Databricks
Databricks
- Headquarters
- San Francisco, CA
- Rank
- #49
- Score
- 26.3
- Website
- databricks.com
Latest Signals: Box vs Databricks
Latest tracked events for each company — product launches, research papers, community discussions, and more.
Box(3 events this week)
As models converge, the enterprise edge in AI shifts to governed data and the platforms that control it
• VentureBeat AIEvery Agent Needs a Box - Aaron Levie, Box
• Latent Space PodcastReview: Box Facilitates Secure Collaboration Across Districts
• EdTech Magazine K12Box CEO Aaron Levie on how AI is changing the enterprise SaaS landscape
• TechCrunch AI
Databricks(2 events this week)
How Databricks Just Showed Everyone What MCP Actually Looks Like in Production
• Dev.to AI TagDatabricks launches AiChemy multi-agent AI for drug discovery - InfoWorld
• Google News - AI GeneralThe Gravity
• Dev.to AI TagExclusive: Databricks launches ‘Genie Code’ to own the next frontier of vibe-coding
• Fast Company TechnologyDatabricks launches data engineering copilot and acquires agent evaluation startup
• SiliconANGLE
Analysis: Box vs Databricks
Databricks (#49) leads Box (#84) by 35 ranks, reflecting a meaningful difference in overall market position and activity.
Box is shipping faster with 3 events this week, compared to Databricks's 2.
Sentiment is closely matched — Databricks edges out at 44% vs 30%, suggesting comparable community trust. Databricks maintains more authentic positioning with a hype gap of -4.9, compared to Box's 4.2 — a key signal for evaluating long-term reliability.
Watch for: Box's latest signal ("As models converge, the enterprise edge in AI shifts to gove...") and Databricks's ("How Databricks Just Showed Everyone What MCP Actually Looks ...") could shift this matchup.
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Why Compare Box vs Databricks?
Leader vs Challenger
Databricks (#49) has established market position, while Box (#84) is 35 ranks behind. This comparison shows the gap between market leaders and aspiring competitors.
Who Compares Box and Databricks
Enterprise Buyers
Comparing market leader against emerging alternative to balance stability vs innovation.
"Databricks for enterprise-grade reliability, Box for cutting-edge features."
Key Differences Between Box and Databricks
- **Overall Performance**: 10.5-point score gap indicates Databricks has stronger combined metrics across activity, sentiment, and execution.
Choosing Between Box and Databricks
Consider Box if you value:
- • Higher development activity
Consider Databricks if you value:
- • Proven market leadership (#49)
- • Stronger community sentiment
- • Higher substance-to-hype ratio
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