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Best Data Observability Software for Medium-Sized Businesses

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi

Products classified in the overall Data Observability category are similar in many regards and help companies of all sizes solve their business problems. However, medium-sized business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Medium-Sized Business Data Observability to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Medium-Sized Business Data Observability category.

In addition to qualifying for inclusion in the Data Observability Software category, to qualify for inclusion in the Medium-Sized Business Data Observability Software category, a product must have at least 10 reviews left by a reviewer from a medium-sized business.

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G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.

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8 Listings in Data Observability Available
(437)4.4 out of 5
8th Easiest To Use in Data Observability software
Save to My Lists
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Monte Carlo, the data + AI observability leader, enables enterprise organizations to drive mission-critical initiatives with trusted foundations. Nasdaq, Honeywell, Roche, and hundreds of leading orga

    Users
    • Data Engineer
    • Senior Data Engineer
    Industries
    • Financial Services
    • Computer Software
    Market Segment
    • 51% Enterprise
    • 45% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Monte Carlo Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    139
    Monitoring
    129
    Alerts
    125
    Alerting System
    88
    Features
    80
    Cons
    Alert Management
    63
    Alert Overload
    63
    Inefficient Alert System
    57
    UX Improvement
    54
    Limited Features
    45
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Monte Carlo features and usability ratings that predict user satisfaction
    8.5
    Ease of Admin
    Average: 8.7
    8.7
    Anomaly identification
    Average: 8.7
    8.1
    Automation
    Average: 8.6
    8.1
    Integrations
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    HQ Location
    San Francisco, US
    Twitter
    @montecarlodata
    1,593 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    542 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Monte Carlo, the data + AI observability leader, enables enterprise organizations to drive mission-critical initiatives with trusted foundations. Nasdaq, Honeywell, Roche, and hundreds of leading orga

Users
  • Data Engineer
  • Senior Data Engineer
Industries
  • Financial Services
  • Computer Software
Market Segment
  • 51% Enterprise
  • 45% Mid-Market
Monte Carlo Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
139
Monitoring
129
Alerts
125
Alerting System
88
Features
80
Cons
Alert Management
63
Alert Overload
63
Inefficient Alert System
57
UX Improvement
54
Limited Features
45
Monte Carlo features and usability ratings that predict user satisfaction
8.5
Ease of Admin
Average: 8.7
8.7
Anomaly identification
Average: 8.7
8.1
Automation
Average: 8.6
8.1
Integrations
Average: 8.8
Seller Details
Company Website
HQ Location
San Francisco, US
Twitter
@montecarlodata
1,593 Twitter followers
LinkedIn® Page
www.linkedin.com
542 employees on LinkedIn®
(116)4.8 out of 5
5th Easiest To Use in Data Observability software
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Metaplane is the end-to-end data observability tool that helps data teams know when things break, what went wrong, and how to fix it. Built for the modern data stack, we empower data teams to start mo

    Users
    • Data Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 66% Mid-Market
    • 22% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Metaplane Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    13
    Customer Support
    9
    Easy Setup
    8
    Setup Ease
    8
    Efficiency Improvement
    5
    Cons
    Alert Management
    3
    Inefficient Alert System
    3
    Limited Customization
    2
    Noise Issues
    2
    Noisy Alerts
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Metaplane features and usability ratings that predict user satisfaction
    9.3
    Ease of Admin
    Average: 8.7
    9.2
    Anomaly identification
    Average: 8.7
    9.1
    Automation
    Average: 8.6
    9.0
    Integrations
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Datadog
    Year Founded
    2010
    HQ Location
    New York
    Twitter
    @datadoghq
    50,509 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    10,373 employees on LinkedIn®
    Ownership
    NASDAQ: DDOG
Product Description
How are these determined?Information
This description is provided by the seller.

Metaplane is the end-to-end data observability tool that helps data teams know when things break, what went wrong, and how to fix it. Built for the modern data stack, we empower data teams to start mo

Users
  • Data Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 66% Mid-Market
  • 22% Small-Business
Metaplane Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
13
Customer Support
9
Easy Setup
8
Setup Ease
8
Efficiency Improvement
5
Cons
Alert Management
3
Inefficient Alert System
3
Limited Customization
2
Noise Issues
2
Noisy Alerts
2
Metaplane features and usability ratings that predict user satisfaction
9.3
Ease of Admin
Average: 8.7
9.2
Anomaly identification
Average: 8.7
9.1
Automation
Average: 8.6
9.0
Integrations
Average: 8.8
Seller Details
Seller
Datadog
Year Founded
2010
HQ Location
New York
Twitter
@datadoghq
50,509 Twitter followers
LinkedIn® Page
www.linkedin.com
10,373 employees on LinkedIn®
Ownership
NASDAQ: DDOG

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(75)4.7 out of 5
Optimized for quick response
1st Easiest To Use in Data Observability software
Save to My Lists
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Sifflet is a comprehensive data observability solution designed to assist data engineers and data consumers in gaining complete visibility into their data stacks. This platform can be deployed as a So

    Users
    • Data Engineer
    Industries
    • Information Technology and Services
    • Financial Services
    Market Segment
    • 75% Mid-Market
    • 28% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Sifflet Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Data Lineage
    27
    Monitoring
    27
    Efficiency Improvement
    26
    Ease of Use
    24
    Alerting System
    23
    Cons
    Limited Customization
    12
    Complex Setup
    10
    Limited Integration
    10
    Alert Management
    7
    Lineage Issues
    7
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Sifflet features and usability ratings that predict user satisfaction
    9.6
    Ease of Admin
    Average: 8.7
    9.2
    Anomaly identification
    Average: 8.7
    8.9
    Automation
    Average: 8.6
    8.8
    Integrations
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Sifflet
    Company Website
    Year Founded
    2021
    HQ Location
    Paris, Ile-de-France
    Twitter
    @Siffletdata
    393 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    43 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Sifflet is a comprehensive data observability solution designed to assist data engineers and data consumers in gaining complete visibility into their data stacks. This platform can be deployed as a So

Users
  • Data Engineer
Industries
  • Information Technology and Services
  • Financial Services
Market Segment
  • 75% Mid-Market
  • 28% Enterprise
Sifflet Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Data Lineage
27
Monitoring
27
Efficiency Improvement
26
Ease of Use
24
Alerting System
23
Cons
Limited Customization
12
Complex Setup
10
Limited Integration
10
Alert Management
7
Lineage Issues
7
Sifflet features and usability ratings that predict user satisfaction
9.6
Ease of Admin
Average: 8.7
9.2
Anomaly identification
Average: 8.7
8.9
Automation
Average: 8.6
8.8
Integrations
Average: 8.8
Seller Details
Seller
Sifflet
Company Website
Year Founded
2021
HQ Location
Paris, Ile-de-France
Twitter
@Siffletdata
393 Twitter followers
LinkedIn® Page
www.linkedin.com
43 employees on LinkedIn®
(34)4.7 out of 5
Optimized for quick response
4th Easiest To Use in Data Observability software
Save to My Lists
Entry Level Price:$1,250.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    SYNQ is a data observability platform that helps modern data teams define, monitor, and manage their data products. It brings together ownership, testing, and incident workflows so teams can stay ahea

    Users
    • Analytics Engineer
    Industries
    • Leisure, Travel & Tourism
    • Computer Software
    Market Segment
    • 91% Mid-Market
    • 6% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • SYNQ Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Customer Support
    21
    Data Lineage
    18
    Monitoring
    10
    Alerting System
    9
    Efficiency Improvement
    9
    Cons
    UX Improvement
    8
    Data Management
    2
    Frequent Updates
    2
    Not User-Friendly
    2
    Alert Management
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • SYNQ features and usability ratings that predict user satisfaction
    9.7
    Ease of Admin
    Average: 8.7
    9.0
    Anomaly identification
    Average: 8.7
    9.0
    Automation
    Average: 8.6
    9.2
    Integrations
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    SYNQ
    Company Website
    Year Founded
    2022
    HQ Location
    London, GB
    LinkedIn® Page
    www.linkedin.com
    17 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

SYNQ is a data observability platform that helps modern data teams define, monitor, and manage their data products. It brings together ownership, testing, and incident workflows so teams can stay ahea

Users
  • Analytics Engineer
Industries
  • Leisure, Travel & Tourism
  • Computer Software
Market Segment
  • 91% Mid-Market
  • 6% Enterprise
SYNQ Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Customer Support
21
Data Lineage
18
Monitoring
10
Alerting System
9
Efficiency Improvement
9
Cons
UX Improvement
8
Data Management
2
Frequent Updates
2
Not User-Friendly
2
Alert Management
1
SYNQ features and usability ratings that predict user satisfaction
9.7
Ease of Admin
Average: 8.7
9.0
Anomaly identification
Average: 8.7
9.0
Automation
Average: 8.6
9.2
Integrations
Average: 8.8
Seller Details
Seller
SYNQ
Company Website
Year Founded
2022
HQ Location
London, GB
LinkedIn® Page
www.linkedin.com
17 employees on LinkedIn®
(41)4.6 out of 5
Optimized for quick response
3rd Easiest To Use in Data Observability software
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    DQLabs redefines data management with Semantics and GenAI powered Modern Data Quality Platform, empowering organisations to transform raw data into reliable, actionable insights. Our automation-first,

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 49% Mid-Market
    • 22% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • DQLabs Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Data Quality
    13
    Ease of Use
    12
    Data Accuracy
    11
    Automation
    9
    Data Integration
    9
    Cons
    Poor Documentation
    2
    Complexity
    1
    Data Management Issues
    1
    Data Quality
    1
    Learning Difficulty
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • DQLabs features and usability ratings that predict user satisfaction
    9.6
    Ease of Admin
    Average: 8.7
    9.2
    Anomaly identification
    Average: 8.7
    9.4
    Automation
    Average: 8.6
    9.1
    Integrations
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    DQLabs
    Company Website
    Year Founded
    2020
    HQ Location
    Pasadena, California
    Twitter
    @DQLABSAI
    246 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    88 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

DQLabs redefines data management with Semantics and GenAI powered Modern Data Quality Platform, empowering organisations to transform raw data into reliable, actionable insights. Our automation-first,

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 49% Mid-Market
  • 22% Enterprise
DQLabs Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Data Quality
13
Ease of Use
12
Data Accuracy
11
Automation
9
Data Integration
9
Cons
Poor Documentation
2
Complexity
1
Data Management Issues
1
Data Quality
1
Learning Difficulty
1
DQLabs features and usability ratings that predict user satisfaction
9.6
Ease of Admin
Average: 8.7
9.2
Anomaly identification
Average: 8.7
9.4
Automation
Average: 8.6
9.1
Integrations
Average: 8.8
Seller Details
Seller
DQLabs
Company Website
Year Founded
2020
HQ Location
Pasadena, California
Twitter
@DQLABSAI
246 Twitter followers
LinkedIn® Page
www.linkedin.com
88 employees on LinkedIn®
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Observability, for the Cloud. Monitor everything you run in your cloud without compromising on cost, granularity, or scale.

    Users
    No information available
    Industries
    • Computer Software
    Market Segment
    • 50% Mid-Market
    • 38% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • groundcover Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    17
    Monitoring
    9
    User Interface
    9
    Easy Setup
    8
    Observability
    8
    Cons
    UX Improvement
    7
    Limited Features
    4
    Missing Features
    4
    Poor Customer Support
    4
    Dashboard Issues
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • groundcover features and usability ratings that predict user satisfaction
    8.8
    Ease of Admin
    Average: 8.7
    9.2
    Anomaly identification
    Average: 8.7
    8.0
    Automation
    Average: 8.6
    9.7
    Integrations
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2021
    HQ Location
    Tel Aviv, IL
    LinkedIn® Page
    www.linkedin.com
    85 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Observability, for the Cloud. Monitor everything you run in your cloud without compromising on cost, granularity, or scale.

Users
No information available
Industries
  • Computer Software
Market Segment
  • 50% Mid-Market
  • 38% Small-Business
groundcover Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
17
Monitoring
9
User Interface
9
Easy Setup
8
Observability
8
Cons
UX Improvement
7
Limited Features
4
Missing Features
4
Poor Customer Support
4
Dashboard Issues
3
groundcover features and usability ratings that predict user satisfaction
8.8
Ease of Admin
Average: 8.7
9.2
Anomaly identification
Average: 8.7
8.0
Automation
Average: 8.6
9.7
Integrations
Average: 8.8
Seller Details
Year Founded
2021
HQ Location
Tel Aviv, IL
LinkedIn® Page
www.linkedin.com
85 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Detect and resolve your data issues faster than ever with Databand. The only continuous data observability platform that catches bad data before it impacts your business. Book a demo today --> ht

    Users
    • Software Engineer
    • Data Analyst
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 43% Mid-Market
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • IBM Databand Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Efficiency Improvement
    7
    Data Quality
    6
    Alerting System
    4
    Ease of Use
    4
    Anomaly Detection
    3
    Cons
    Learning Difficulty
    5
    Limited Features
    3
    Complexity
    2
    Expensive
    2
    Integration Issues
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • IBM Databand features and usability ratings that predict user satisfaction
    8.0
    Ease of Admin
    Average: 8.7
    8.3
    Anomaly identification
    Average: 8.7
    8.2
    Automation
    Average: 8.6
    8.6
    Integrations
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    IBM
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    709,117 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    339,241 employees on LinkedIn®
    Ownership
    SWX:IBM
Product Description
How are these determined?Information
This description is provided by the seller.

Detect and resolve your data issues faster than ever with Databand. The only continuous data observability platform that catches bad data before it impacts your business. Book a demo today --> ht

Users
  • Software Engineer
  • Data Analyst
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 43% Mid-Market
  • 33% Enterprise
IBM Databand Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Efficiency Improvement
7
Data Quality
6
Alerting System
4
Ease of Use
4
Anomaly Detection
3
Cons
Learning Difficulty
5
Limited Features
3
Complexity
2
Expensive
2
Integration Issues
2
IBM Databand features and usability ratings that predict user satisfaction
8.0
Ease of Admin
Average: 8.7
8.3
Anomaly identification
Average: 8.7
8.2
Automation
Average: 8.6
8.6
Integrations
Average: 8.8
Seller Details
Seller
IBM
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
709,117 Twitter followers
LinkedIn® Page
www.linkedin.com
339,241 employees on LinkedIn®
Ownership
SWX:IBM
(55)4.4 out of 5
13th Easiest To Use in Data Observability software
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Most companies struggle to operationalize data governance and quality. Business teams don’t want to manually enforce rules, and engineers get buried in pipeline issues — eroding trust in data and slow

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 44% Mid-Market
    • 40% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Soda Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Data Quality
    7
    Ease of Use
    7
    Easy Integrations
    4
    Customization
    3
    Documentation
    3
    Cons
    Limited Functionality
    4
    Poor Documentation
    3
    Data Management Issues
    2
    Dependency Issues
    2
    Expensive
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Soda features and usability ratings that predict user satisfaction
    8.6
    Ease of Admin
    Average: 8.7
    8.6
    Anomaly identification
    Average: 8.7
    8.1
    Automation
    Average: 8.6
    8.5
    Integrations
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Soda
    Year Founded
    2018
    HQ Location
    Brussels, BE
    Twitter
    @sodadata
    909 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    111 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Most companies struggle to operationalize data governance and quality. Business teams don’t want to manually enforce rules, and engineers get buried in pipeline issues — eroding trust in data and slow

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 44% Mid-Market
  • 40% Enterprise
Soda Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Data Quality
7
Ease of Use
7
Easy Integrations
4
Customization
3
Documentation
3
Cons
Limited Functionality
4
Poor Documentation
3
Data Management Issues
2
Dependency Issues
2
Expensive
2
Soda features and usability ratings that predict user satisfaction
8.6
Ease of Admin
Average: 8.7
8.6
Anomaly identification
Average: 8.7
8.1
Automation
Average: 8.6
8.5
Integrations
Average: 8.8
Seller Details
Seller
Soda
Year Founded
2018
HQ Location
Brussels, BE
Twitter
@sodadata
909 Twitter followers
LinkedIn® Page
www.linkedin.com
111 employees on LinkedIn®