Dremio vs VAST Data

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

VAST Data leads in AI visibility (74 vs 52)
Dremio logo

Dremio

GrowthData & Analytics

Data Lakehouse Platform

Dremio is a data lakehouse platform using Apache Arrow Flight for fast SQL queries directly on cloud storage, eliminating the need for data copies or ETL pipelines.

AI VisibilityBeta
Overall Score
C52
Category Rank
#88 of 161
AI Consensus
86%
Trend
stable
Per Platform
ChatGPT
50
Perplexity
52
Gemini
48

About

Dremio is a data lakehouse platform that enables organizations to run high-performance SQL analytics directly on data stored in cloud object storage — Amazon S3, Azure Data Lake, and Google Cloud Storage — without the need for proprietary data ingestion, transformation pipelines, or a separate analytical copy. The platform is built on Apache Arrow and Apache Arrow Flight, an in-memory columnar data format and high-speed data transport protocol that dramatically accelerates query execution compared to traditional row-oriented formats. Dremio's virtual dataset layer allows analysts to create logical views and curated data products on top of raw lake data without physically copying or transforming the underlying files.

Full profile
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.

Full profile

AI Visibility Head-to-Head

52
Overall Score
74
#88
Category Rank
#19
86
AI Consensus
76
stable
Trend
stable
50
ChatGPT
70
52
Perplexity
70
48
Gemini
79
54
Claude
73
52
Grok
76

Key Details

Category
Data Lakehouse Platform
AI Data Infrastructure
Tier
Growth
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Dremio
Data Lakehouse Platform

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