Chroma vs Marqo Agentic Search & Product Discovery comparison

Chroma and Marqo are both solutions in the Vector Databases category. Chroma is ranked #10 with an average rating of 8.5, while Marqo is ranked #20. Chroma holds a 8.9% mindshare in VD, compared to Marqo’s 0.9% mindshare. Additionally, 100% of Chroma users are willing to recommend the solution.

Chroma

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4,308 Comparison Views

100% willing to recommend

Marqo Agentic Search & Prod...

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291 Comparison Views

Chroma

Marqo Agentic Search & Prod...

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Executive SummaryUpdated on Feb 13, 2026

Chroma and Marqo Agentic Search & Product Discovery are competing products in search and discovery tools. Marqo appears to have a competitive edge due to its robust features.

Features: Chroma offers seamless integration with existing systems, high-speed data analytics, and efficient performance. Marqo Agentic Search & Product Discovery provides AI-driven search capabilities, advanced product discovery options, and personalized customer experience.

Ease of Deployment and Customer Service: Marqo Agentic Search & Product Discovery features a straightforward deployment model with comprehensive customer service. Chroma provides flexible deployment options but may require more customization, with prompt customer service.

Pricing and ROI: Chroma offers a budget-friendly setup with satisfactory ROI for small projects. Marqo Agentic Search & Product Discovery, while more costly, offers substantial returns through enhanced functionalities that increase customer engagement and efficiency.

To learn more, read our detailed Vector Databases Report (Updated: January 2026).

Buyer's Guide

Vector Databases

January 2026

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Helped 882,961 peers since 2012

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Chroma

Ranking in Vector Databases

10th

Average Rating

8.6

Reviews Sentiment

5.5

Number of Reviews

Ranking in other categories

No ranking in other categories

Marqo Agentic Search & Prod...

Ranking in Vector Databases

20th

Average Rating

0.0

Number of Reviews

Ranking in other categories

Search as a Service (18th)

Mindshare comparison

As of February 2026, in the Vector Databases category, the mindshare of Chroma is 8.9%, down from 14.4% compared to the previous year. The mindshare of Marqo Agentic Search & Product Discovery is 0.9%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Vector Databases Market Share Distribution
Product	Market Share (%)
Chroma	8.9%
Marqo	0.9%
Other	90.2%

Vector Databases

Featured Reviews

Sameer Bhangale

Leader, Data Science Practice at a computer software company with 5,001-10,000 employees

Used for RAG (Retrieval-augmented generation) and provides good documentation

If I have to deploy my application in a scalable environment with lots of data and users, I sometimes need to create multiple instances of my database or have a distributed database across different machines. Using Kubernetes, I can quickly increase the horizontal spread of Milvus because it is containerized and readily available. I don't have to do anything by myself. New users can go to Chroma's 'Get Started' page and follow it like a tutorial. Then, they will be ready to use the solution. Chroma has helped us reduce the overall project post production time. Overall, I rate the solution an eight out of ten.

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Top Industries

By visitors reading reviews

Financial Services Firm

12%

Computer Software Company

12%

Manufacturing Company

10%

University

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

What do you like most about Chroma?

The solution's most valuable feature is its documentation, which allows new users to easily learn, deploy, and use it.

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What needs improvement with Chroma?

The hybrid algorithm needs improvement.

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What is your primary use case for Chroma?

We collect customer's feedback, and then we present it to the clients.

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Comparisons

LanceDB vs Chroma

Compared 20% of the time

Supabase Vector vs Chroma

Compared 12% of the time

PostgreSQL vs Chroma

Compared 12% of the time

Microsoft Azure Cosmos DB vs Chroma

Compared 10% of the time

Cassandra vs Chroma

Compared 2% of the time

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Qdrant vs Marqo Agentic Search & Product Discovery

Compared 21% of the time

MongoDB Enterprise Advanced vs Marqo Agentic Search & Product Discovery

Compared 16% of the time

Pinecone vs Marqo Agentic Search & Product Discovery

Compared 16% of the time

Milvus vs Marqo Agentic Search & Product Discovery

Compared 13% of the time

Faiss vs Marqo Agentic Search & Product Discovery

Compared 11% of the time

More Marqo Agentic Search & Product Discovery Competitors

Product Reports

Buyer's Guide

Vector Databases

January 2026

Download Chroma product report

Buyer's Guide

Search as a Service

February 2026

Download Marqo Agentic Search & Product Discovery product report

Overview

Chroma is a versatile tool that enhances visual display quality, offering features such as color accuracy improvement, brightness adjustment, and image settings fine-tuning.

It creates vibrant and immersive visual experiences, making it valuable for content creators, gamers, and design professionals.

Chroma's customizable lighting options and seamless integration with other devices are highly praised, allowing users to personalize their setups and create visually stunning effects.

Its compatibility with various devices ensures a cohesive and immersive user experience.

Chroma

Marqo Agentic Search & Product Discovery enhances the way users interact with search and discovery, offering advanced solutions tailored for knowledgeable professionals.

Leveraging cutting-edge technology, Marqo Agentic Search & Product Discovery provides precise, relevant search results to improve user experience. It integrates seamlessly with existing systems, ensuring efficient deployment and scalability applicable across industry sectors. The technology supports dynamic adaptation, bringing forward tailored results that meet specific data needs.

What features make Marqo Agentic Search & Product Discovery stand out?

Intelligent Search: Provides context-aware search results.
Deep Learning: Uses advanced algorithms to improve result relevance.
Scalable Solutions: Easily adapts to growing data demands.
Seamless Integration: Compatible with existing infrastructures.

What ROI and benefits should users expect?

Increased Efficiency: Reduces search times significantly.
Enhanced Accuracy: Delivers pinpoint relevant results.
Cost-Effective: Streamlines processes reducing operational costs.
Customizable: Allows personalization to suit specific business needs.

Widely adopted across industries, Marqo Agentic Search & Product Discovery enables retailers to harness the full potential of dynamic product discovery and empowers finance sectors with precision in data searches. Its adaptability ensures sector-specific applications maintain high performance.

Marqo

Sample Customers

1. Google 2. Netflix 3. Amazon 4. Facebook 5. Microsoft 6. Apple 7. Twitter 8. Spotify 9. Adobe 10. Uber 11. Airbnb 12. LinkedIn 13. Pinterest 14. Snapchat 15. Dropbox 16. Salesforce 17. IBM 18. Intel 19. Oracle 20. Cisco 21. HP 22. Dell 23. Samsung 24. Sony 25. LG 26. Panasonic 27. Philips 28. Toshiba 29. Nokia 30. Motorola 31. Xiaomi 32. Huawei

1. Airbnb 2. Amazon 3. Apple 4. BMW 5. Cisco 6. CocaCola 7. Dell 8. Disney 9. Google 10.HP 11. IBM 12. Intel 13. JPMorgan Chase 14. Kraft Heinz 15. L'Oreal 16. McDonalds 17. Merck 18.Microsoft 19.Nike 20.Oracle 21.PG 22. PepsiCo 23.Procter and Gamble 24.Samsung 25. Shell 26.Sony 27. Toyota 28.Visa 29.Walmart 30.WeWork

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