>ClickHouse vs Scale AI
ClickHouse AI Company Profile & Rankings • Scale AI AI Company Profile & Rankings
AI Activity Comparison
ClickHouse
ClickHouse is an open-source column-oriented database management system designed for online analytical processing. It enables real-time analytical reporting using SQL queries. The company behind the software, ClickHouse, Inc., provides commercial services and support for the database. In May 2024, the company was valued at $2 billion following a $250 million Series B funding round led by Coatue Management and Altimeter Capital. ClickHouse is known for its high performance in processing massive datasets. The company maintains its headquarters in Amsterdam and has offices in the United States and Armenia.
Scale AI
Scale AI, Inc. is a San Francisco-based company that provides data annotation, data labeling, and model evaluation services for the development of artificial intelligence applications. Its offerings include software and infrastructure to support AI development, primarily for computer vision and large language models (LLMs). The company operates a research division, the Safety, Evaluation and Alignment Lab, which focuses on evaluating and aligning LLMs. Scale AI's commercial clients have included Google, Meta, Microsoft, OpenAI, and General Motors. The company also engages in contracts with governments, including the United States for military projects. It was founded in 2016 by Alexandr Wang and Lucy Guo and is backed by investors including Index Ventures and Tiger Global Management.
Based on 7 events tracked for ClickHouse over the past 30 days, updated in near real-time.
ClickHouse versus Scale AI: Live 2026 Comparison
Scale AI leads in development velocity with 2 events this week (significantly more than ClickHouse), while ClickHouse holds the edge in community sentiment at 39% positive. This comparison draws on 2 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 ClickHouse has more authentic positioning (gap: -3.0) compared to Scale AI (-2.3). Data refreshes every 5 minutes. Compare other AI companies →
ClickHouse vs Scale AI: Key Signals
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ClickHouse vs Scale AI: Head-to-Head
| Metric | ClickHouse | Scale AI |
|---|---|---|
| Rank | #341 | #77 |
| Overall Score | 2.3 | 15.0 |
| 7-Day Events | 0 | 2 |
| 30-Day Events | 7 | 6 |
| Sentiment | 39% | -5% |
| Momentum 7d vs 30d velocity | +72% | 0% |
| Hype Score | 8.6 | 3.8 |
| Reality Score | 11.6 | 6.1 |
| Hype Gap | -3.0 | -2.3 |
📊 Visual Comparison
Compare 5 key metrics on a 0-100 scale. Larger area = stronger overall performance.
Metric Definitions:
What Separates ClickHouse from Scale AI
Who Ships Faster: Scale AI or ClickHouse?
Scale AI logged 2 events this week vs ClickHouse's 0 — a significant difference in product launches, research papers, and code commits. Over the past 30 days, the gap is 0.9x (6 vs 7), suggesting this pace is consistent.
What Users Think of ClickHouse vs Scale AI
ClickHouse has 39% positive sentiment vs Scale AI's -5%. That 44-point gap is significant — it signals stronger user satisfaction and fewer community complaints about ClickHouse.
Does ClickHouse Deliver on Its Promises?
ClickHouse's hype gap of -3.0 vs Scale AI's -2.3 means ClickHouse delivers on its promises — marketing claims closely match actual capabilities.
Where Scale AI and ClickHouse Rank
Scale AI at #77 outranks ClickHouse at #341 among 2,800+ AI companies. The 264-rank gap reflects different market tiers and adoption levels.
ClickHouse vs Scale AI: Momentum Trend
ClickHouse is accelerating (72% velocity growth) while Scale AI is flat — a diverging trend worth watching.
About ClickHouse and Scale AI
ClickHouse
- Rank
- #341
- Score
- 2.3
- Website
- clickhouse.com
Latest Signals: ClickHouse vs Scale AI
Latest tracked events for each company — product launches, research papers, community discussions, and more.
ClickHouse(0 events this week)
Introducing ClickStack embedded in ClickHouse
• Hacker News NewestMaking large Postgres migrations practical: 1TB in 2 hours with PeerDB
• Hacker News Newestpg_stat_ch: a PostgreSQL extension that exports every metric to ClickHouse
• Hacker News NewestGetting started with ClickHouse? 13 mistakes and how to avoid them
• Hacker News NewestThe Official ClickHouse Kubernetes Operator
• Hacker News Newest
Scale AI(2 events this week)
Scale AI launches Voice Showdown, the first real-world benchmark for voice AI - and the results are humbling for some top models
• Hacker News NewestAI Agents Fail 97.5% of Real Jobs: What 3 New Studies Reveal About Agent Reliability
• Dev.to AI TagScale AI Launches 'Voice Showdown' To Rival OpenAI, xAI, Anthropic In Voice AI Models - Benzinga
• Google News - AI GeneralA benchmark of expert-level academic questions to assess AI capabilities - Nature
• Hacker News NewestClarifying Scale AI's ML Research Engineer Coding Interview Structure for Effective Preparation
• Dev.to Machine Learning Tag
Analysis: ClickHouse vs Scale AI
Scale AI (#77) leads ClickHouse (#341) by 264 ranks, reflecting a meaningful difference in overall market position and activity.
ClickHouse is gaining momentum (72% velocity increase) while Scale AI is holding steady, creating a potential ranking shift ahead.
Community sentiment diverges sharply: ClickHouse at 39% positive vs Scale AI's -5%. ClickHouse maintains more authentic positioning with a hype gap of -3.0, compared to Scale AI's -2.3 — a key signal for evaluating long-term reliability.
Watch for: ClickHouse's latest signal ("Introducing ClickStack embedded in ClickHouse") and Scale AI's ("Scale AI launches Voice Showdown, the first real-world bench...") could shift this matchup.
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Why Compare ClickHouse vs Scale AI?
Cross-Tier Comparison
Comparing Scale AI (#77) with ClickHouse (#341) reveals the 264-rank gap between different market tiers. Useful for understanding what separates top-tier from emerging players.
Who Compares ClickHouse and Scale AI
Enterprise Buyers
Comparing market leader against emerging alternative to balance stability vs innovation.
"Scale AI for enterprise-grade reliability, ClickHouse for cutting-edge features."
Key Differences Between ClickHouse and Scale AI
- **Community Perception**: ClickHouse has notably stronger positive sentiment (44% higher).
- **Overall Performance**: 12.7-point score gap indicates Scale AI has stronger combined metrics across activity, sentiment, and execution.
Choosing Between ClickHouse and Scale AI
Consider ClickHouse if you value:
- • Stronger community sentiment
- • Higher substance-to-hype ratio
Consider Scale AI if you value:
- • Proven market leadership (#77)
- • Higher development activity
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