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emoji_events Best Query Engine

Top-rated query engine ranked by our AI-powered scoring system.

#2
Dremio

Dremio

9.1 Excellent
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emoji_events #1
Trino

Trino

9.8 Brilliant
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#3
Starburst

Starburst

8.5 Very Good
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4
Products Ranked
8.9
Avg Score
2
Rated Excellent
9.8
Top Score

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Trino
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Dremio
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Dremio
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Starburst
Starburst
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Starburst
Starburst
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Presto
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leaderboard Full Query Engine Rankings

Best 1 Trino
Trino

Trino (formerly PrestoSQL) is a high-performance, distributed SQL query engine designed for fast interactive analytics against data of any size. It is unique in its ability to query data where it live...

Data Science High Performance Performance Analytics Distributed SQL Query Engine Data Lake Federated Query Data Lakehouse
9.8 Brilliant
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2 Dremio
Dremio

Dremio is a data lakehouse platform that provides a high-performance SQL query engine for data stored in data lakes. It enables data virtualization, allowing users to query data across multiple source...

Data Science Open Source SQL Self Service Query Engine Data Lakehouse Data Virtualization Semantic Layer
9.1 Excellent
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3 Starburst
Starburst

Starburst is the commercial distribution of Trino, the high-performance distributed SQL query engine. It is designed to provide fast, interactive analytics across distributed data sources, including d...

Database Tool Analytics SQL Query Engine Data Virtualization Trino Data Mesh Federation Distributed Query
8.5 Very Good
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4 Presto
Presto
Free Plan Available

Presto is an open-source, distributed SQL query engine designed for fast analytical queries against data of any size. It is unique in its ability to query data where it lives, including HDFS, S3, Cass...

Database Tool High Performance Analytics Open Source Flexible SQL Big Data Distributed Distributed SQL Query Engine Federated
8.3 Very Good
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help Frequently Asked Questions

What is the best Query Engine in 2026?
According to our AI-powered rankings, Trino is currently rated as the best Query Engine with a score of 9.8/10. Other top-rated options include Trino, Dremio, Starburst.
How are these Query Engine ranked?
Our rankings use an AI-powered scoring system that analyzes features, user reviews, expert opinions, market presence, and value for money. Each Query Engine receives an objective score from 0 to 10.
How often are the rankings updated?
Our rankings are updated continuously as new data becomes available. Scores are recalculated regularly to ensure you always see the most current and accurate ratings.
What are the top 5 Query Engine in 2026?
Check our rankings above for the complete list of top-rated Query Engine.
How many Query Engine are ranked on Lunoo?
Lunoo currently ranks 4 Query Engine, of which 2 have earned an Excellent rating (9.0+). New options are added and scored regularly.
Which Query Engine has the highest score?
Trino currently holds the highest score at 9.8/10 in our Query Engine rankings.
Is Trino worth it?
Trino scores 9.8/10, making it one of the highest-rated Query Engine available. Its strong rating reflects excellent performance across our evaluation criteria.
What should I look for when choosing a Query Engine?
Key factors include your specific use case, budget, features offered, ease of use, and long-term value. Our scoring system evaluates these factors objectively. Compare the top options above to find the best fit.
Are there any free Query Engine options?
Some Query Engine offer free plans or trials. Check each option's website for current pricing. Our rankings focus on overall quality regardless of price point.
What is the difference between top-rated Query Engine?
While Trino and Dremio are both highly rated, they differ in features, pricing, and target audience. Use our comparison tool to see detailed side-by-side differences.
Can I compare Query Engine on Lunoo?
Yes! Lunoo offers a detailed comparison tool. Click the compare icon on any two items to see a side-by-side analysis of scores, features, pros, and cons.
How accurate are Lunoo's Query Engine rankings?
Our AI-powered scoring system is calibrated against established ground truth sources and continuously improved. We analyze features, expert reviews, user feedback, and market data to provide the most objective rankings possible.

science How We Rank

Our AI-powered ranking system evaluates query engine based on multiple factors:

  • Features & Capabilities - Comprehensive analysis of what each option offers
  • User Reviews - Aggregated feedback from real users across platforms
  • Expert Opinions - Professional reviews and industry recognition
  • Value for Money - Cost-effectiveness relative to features
  • Reliability & Support - Track record and customer service quality

Rankings are updated continuously as new information becomes available.

Disclosure: Some links on this page may be affiliate links. If you make a purchase through these links, we may earn a small commission at no extra cost to you. This does not influence our rankings — all scores are determined by our independent AI-powered evaluation system.

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