Starburst vs Kpler

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

Kpler leads in AI visibility (74 vs 52)
Starburst logo

Starburst

GrowthData & Analytics

Distributed SQL Engine

Starburst is an enterprise SQL query engine built on Trino for federated analytics across data lakes, warehouses, and operational databases without data movement.

AI VisibilityBeta
Overall Score
C52
Category Rank
#98 of 161
AI Consensus
72%
Trend
stable
Per Platform
ChatGPT
50
Perplexity
58
Gemini
47

About

Starburst is an enterprise data analytics platform built on Trino, the open-source distributed SQL query engine originally developed at Facebook. The platform enables organizations to run SQL queries across heterogeneous data sources — cloud storage, data warehouses, relational databases, and streaming systems — without copying or moving data into a central repository. This federated query model lets data teams analyze data where it lives, reducing pipeline complexity and enabling real-time access to operational data alongside historical data in the lake.

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Kpler logo

Kpler

LeaderData & Analytics

Real-Time Global Commodity Trade Intelligence Platform

Kpler is the leading global commodity trade intelligence platform covering crude oil, LNG, ag commodities, and dry bulk; acquired MarineTraffic and FleetMon (2023), Spire Maritime (2024), and Bridgeton Research Group (December 2025);

AI VisibilityBeta
Overall Score
B74
Category Rank
#16 of 161
AI Consensus
83%
Trend
stable
Per Platform
ChatGPT
73
Perplexity
74
Gemini
71

About

Kpler is a global commodity intelligence company that provides real-time trade data, market analytics, and research services for physical and financial participants in energy, agricultural, and dry bulk commodity markets. The platform tracks global commodity flows — crude oil, refined products, LNG, natural gas, coal, petrochemicals, agricultural commodities, and dry bulk — by integrating satellite AIS vessel tracking, port and terminal intelligence, customs and shipping data, pipeline flows, and proprietary machine learning analytics to deliver near real-time visibility into cargo movements, trade routes, loading events, and supply chain disruptions worldwide.

Full profile

AI Visibility Head-to-Head

52
Overall Score
74
#98
Category Rank
#16
72
AI Consensus
83
stable
Trend
stable
50
ChatGPT
73
58
Perplexity
74
47
Gemini
71
50
Claude
68
56
Grok
75

Key Details

Category
Distributed SQL Engine
Real-Time Global Commodity Trade Intelligence Platform
Tier
Growth
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Starburst
Distributed SQL Engine

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