Astronomer vs Knime

Side-by-side comparison of AI visibility scores, market position, and capabilities

Knime leads in AI visibility (74 vs 58)
Astronomer logo

Astronomer

ChallengerData & Analytics

General

Enterprise Apache Airflow platform with $213M raised; Astro managed cloud deployment for data pipeline orchestration serving the massive self-managed Airflow install base.

AI VisibilityBeta
Overall Score
C58
Category Rank
#49 of 161
AI Consensus
82%
Trend
stable
Per Platform
ChatGPT
56
Perplexity
56
Gemini
60

About

Astronomer is the company behind Apache Airflow's enterprise deployment platform, Astro, providing managed cloud infrastructure, monitoring, and development tools that make it easier to build, run, and manage data pipelines built on Apache Airflow — the most widely adopted open-source data orchestration framework. Founded in 2018 in Cincinnati, Ohio and having raised over $213 million in funding, Astronomer serves data engineering teams at companies that have adopted Airflow for workflow orchestration but need enterprise support, reliability SLAs, and developer tooling beyond the self-managed open-source experience.

Full profile
Knime logo

Knime

LeaderData & Analytics

Open-Source Data Science & Analytics Platform

KNIME is an open-source data science, analytics, and automation platform used by 300,000+ analysts across 60+ countries; founded in 2004; headquartered in Konstanz, Germany;

AI VisibilityBeta
Overall Score
B74
Category Rank
#15 of 161
AI Consensus
83%
Trend
stable
Per Platform
ChatGPT
73
Perplexity
76
Gemini
70

About

KNIME (Konstanz Information Miner) is an open-source data analytics, reporting, and integration platform founded in 2004 by a team at the University of Konstanz, Germany, led by Michael Berthold. The platform's visual, node-based workflow editor allows data analysts and scientists to design complex data pipelines, run machine learning models, and automate analytical processes without writing code — making advanced data science accessible to non-programmers. KNIME is free and open-source at its core, with the commercial KNIME Hub and KNIME Server products providing enterprise collaboration, scheduling, and deployment capabilities.

Full profile

AI Visibility Head-to-Head

58
Overall Score
74
#49
Category Rank
#15
82
AI Consensus
83
stable
Trend
stable
56
ChatGPT
73
56
Perplexity
76
60
Gemini
70
55
Claude
76
52
Grok
71

Key Details

Category
General
Open-Source Data Science & Analytics Platform
Tier
Challenger
Leader
Entity Type
brand
brand

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