Starburst vs VAST Data

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

VAST Data 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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VAST Data logo

VAST Data

LeaderData & Analytics

AI Data Infrastructure

Closed a $1 billion Series F at a $30 billion valuation in April 2026, backed by NVIDIA and Fidelity, after surpassing $500M in committed ARR with its AI Operating System platform.

AI VisibilityBeta
Overall Score
B74
Category Rank
#19 of 161
AI Consensus
76%
Trend
stable
Per Platform
ChatGPT
70
Perplexity
70
Gemini
79

About

VAST Data builds the AI Operating System — a unified platform combining all-flash storage (DataStore), an AI-native database (DataBase), and a globally distributed namespace (DataSpace) into a single infrastructure stack. The platform is purpose-built for organizations training, running, and managing AI models and agents at scale. In 2026, VAST launched AgentEngine, a production-grade deployment layer for multi-agent AI stacks with full auditability and MCP integration.

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AI Visibility Head-to-Head

52
Overall Score
74
#98
Category Rank
#19
72
AI Consensus
76
stable
Trend
stable
50
ChatGPT
70
58
Perplexity
70
47
Gemini
79
50
Claude
73
56
Grok
76

Key Details

Category
Distributed SQL Engine
AI Data Infrastructure
Tier
Growth
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Starburst
Distributed SQL Engine

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