Starburst vs Isomorphic Labs vs Google AI: Which Ecommerce tool is Best in 2025?

All these tools Starburst , Isomorphic Labs , Google AI offer flexible pricing models suitable for Collectors, resellers, shoppers, and small businesses seeking AI-powered solutions to enhance their Ecommerce efforts.

Starburst

Starting from
$0.50/credit
Pricing Model:
  • Free - $0
  • Pro - $0.50/credit
  • Enterprise - $0.75/credit
  • Mission-Critical - $1.00/credit

Isomorphic Labs

Starting from
custom

Google AI

Starting from
0

These AI tools are among the best Ecommerce tools available in 2025. For Collectors, resellers, shoppers, and small businesses, tools like Starburst , Isomorphic Labs , Google AI help streamline the Ecommerce process by offering AI-powered features.

What is Starburst?

Starburst, founded in 2017 by Justin Borgman, Matt Fuller, and Martin Traverso in Boston, Massachusetts, is a cutting-edge data lake analytics platform for AI built on open-source Trino. Designed to unify, govern, and analyze data across cloud, on-premises, and hybrid environments, Starburst empowers enterprises like Comcast, HSBC, and Verizon to access over 50 petabytes of data with 10x faster query performance. With $414 million in funding, Starburst’s AI-driven data platform for enterprises supports 400 million+ AI queries, offering a fully managed cloud solution and self-managed Enterprise edition. It's open data lakehouse architecture eliminates costly migrations, making it a leader in scalable analytics.

What is Isomorphic Labs?

Isomorphic Labs, a London-based Alphabet subsidiary, is a pioneering AI-driven drug discovery platform that redefines pharmaceutical research by integrating artificial intelligence with digital biology. Leveraging DeepMind’s AlphaFold technology, it accelerates drug discovery by predicting protein structures and designing novel molecules with high precision. Trusted by industry leaders like Novartis and Eli Lilly, digital biology solutions enable faster, more efficient development of life-changing medicines, addressing complex biological challenges across multiple therapeutic areas.

What is Google AI?

Artificial intelligence is reshaping our world, and Google AI is a major player in this transformation. Known for its innovative approach, Google AI powers tools we use daily while exploring new frontiers in technology. Let’s dive into what Google AI is, its standout features, and its benefits and drawbacks.

Starburst
(4.6/5)
  • Accuracy and Reliability:
    4.7
  • Cost-Efficiency:
    4.6
  • Customization and Flexibility:
    4.8
  • Data Privacy and Security:
    4.7
  • Ease of Use:
    4.5
  • Functionality and Features:
    4.4
  • Integration Capabilities:
    4.3
  • Performance and Speed:
    4.5
  • Support and Resources:
    4.8
Isomorphic Labs
(4.6/5)
  • Accuracy and Reliability:
    4.7
  • Cost-Efficiency:
    4.4
  • Customization and Flexibility:
    4.8
  • Data Privacy and Security:
    4.6
  • Ease of Use:
    4.7
  • Functionality and Features:
    4.5
  • Integration Capabilities:
    4.6
  • Performance and Speed:
    4.3
  • Support and Resources:
    4.8
Google AI
(4.7/5)
  • Accuracy and Reliability:
    4.9
  • Cost-Efficiency:
    5
  • Customization and Flexibility:
    4.6
  • Data Privacy and Security:
    4.6
  • Ease of Use:
    4.9
  • Functionality and Features:
    4.8
  • Integration Capabilities:
    4.7
  • Performance and Speed:
    4.6
  • Support and Resources:
    4.6
Starburst
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Isomorphic Labs
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Google AI
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Starburst

Pros

10x faster queries with Warp Speed.

50+ data source connectors.

Free Galaxy trial with $500 credits.

Open architecture supports Iceberg

Delta Lake.

Strong RBAC/ABAC governance.

Cons

Complex setups need expertise.

Enterprise pricing lacks transparency.

Third-party connector security concerns.

Occasional support delays.

Isomorphic Labs

Pros

95%+ accurate protein structure predictions.

Accelerates drug discovery timelines.

Scalable Google Cloud infrastructure.

Supports diverse therapeutic areas.

Seamless pharma system integrations.

Cons

Requires computational expertise.

High setup costs for smaller firms.

Limited public documentation.

Minor delays in complex simulations.

Not Enough Data!

If you're looking for other Ecommerce tools for Collectors, resellers, shoppers, and small businesses, you can also explore Whatnot, Flowspace, Odoo, which are highly rated in 2025.

Starburst
  • Starburst
  • Boston, Massachusetts
Isomorphic Labs
  • Isomorphic Labs
  • London, UK
Google AI
  • Google
  • United States