Best Software for 2025 is now live!
|| products.size

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.

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.

1 filter applied
Clear All
7 Listings in Data Observability Available
(356)4.4 out of 5
4th 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.

    As businesses increasingly rely on data to power digital products and drive better decision making, it’s mission-critical that this data is accurate and reliable. Monte Carlo’s Data Observability Plat

    Users
    • Data Engineer
    • Senior Data Engineer
    Industries
    • Financial Services
    • Information Technology and Services
    Market Segment
    • 47% Mid-Market
    • 47% Enterprise
  • 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
    150
    Monitoring
    121
    Alerts
    104
    Customer Support
    85
    Alerting System
    79
    Cons
    Alert Overload
    59
    Poor User Interface
    55
    Alert Management
    54
    Inefficient Alert System
    53
    Missing Features
    39
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Monte Carlo features and usability ratings that predict user satisfaction
    8.6
    Ease of Admin
    Average: 8.7
    8.8
    Anomaly identification
    Average: 8.7
    8.2
    Automation
    Average: 8.5
    8.2
    Integrations
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    HQ Location
    San Francisco, US
    Twitter
    @montecarlodata
    1,555 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    400 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

As businesses increasingly rely on data to power digital products and drive better decision making, it’s mission-critical that this data is accurate and reliable. Monte Carlo’s Data Observability Plat

Users
  • Data Engineer
  • Senior Data Engineer
Industries
  • Financial Services
  • Information Technology and Services
Market Segment
  • 47% Mid-Market
  • 47% Enterprise
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
150
Monitoring
121
Alerts
104
Customer Support
85
Alerting System
79
Cons
Alert Overload
59
Poor User Interface
55
Alert Management
54
Inefficient Alert System
53
Missing Features
39
Monte Carlo features and usability ratings that predict user satisfaction
8.6
Ease of Admin
Average: 8.7
8.8
Anomaly identification
Average: 8.7
8.2
Automation
Average: 8.5
8.2
Integrations
Average: 8.7
Seller Details
Company Website
HQ Location
San Francisco, US
Twitter
@montecarlodata
1,555 Twitter followers
LinkedIn® Page
www.linkedin.com
400 employees on LinkedIn®
(110)4.8 out of 5
Optimized for quick response
1st 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
    • 21% 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
    32
    Customer Support
    25
    Easy Setup
    24
    Setup Ease
    24
    Monitoring
    23
    Cons
    Noisy Alerts
    12
    Alert Management
    10
    Inefficient Alert System
    10
    Noise Issues
    7
    Lineage Issues
    6
  • 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: 8.5
    9.0
    Integrations
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Metaplane
    Company Website
    Year Founded
    2019
    HQ Location
    Boston, US
    Twitter
    @kevinzenghu
    2,120 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    34 employees on LinkedIn®
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
  • 21% 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
32
Customer Support
25
Easy Setup
24
Setup Ease
24
Monitoring
23
Cons
Noisy Alerts
12
Alert Management
10
Inefficient Alert System
10
Noise Issues
7
Lineage Issues
6
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: 8.5
9.0
Integrations
Average: 8.7
Seller Details
Seller
Metaplane
Company Website
Year Founded
2019
HQ Location
Boston, US
Twitter
@kevinzenghu
2,120 Twitter followers
LinkedIn® Page
www.linkedin.com
34 employees on LinkedIn®

This is how G2 Deals can help you:

  • Easily shop for curated – and trusted – software
  • Own your own software buying journey
  • Discover exclusive deals on software
By SYNQ
(29)4.7 out of 5
3rd 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 the New Standard in Data Observability. SYNQ goes beyond traditional data observability to deliver a Data Product Observability Workflow that ensures your data is accurate, actionable, and

    Users
    • Analytics Engineer
    Industries
    • Computer Software
    • Leisure, Travel & Tourism
    Market Segment
    • 93% Mid-Market
    • 3% 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
    17
    Data Lineage
    17
    Alerting System
    9
    Efficiency Improvement
    9
    Integration Support
    9
    Cons
    Poor User Interface
    7
    Data Management
    2
    Complex Setup
    1
    Frequent Updates
    1
    Integration Issues
    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
    9.2
    Automation
    Average: 8.5
    9.2
    Integrations
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    SYNQ
    Company Website
    Year Founded
    2022
    HQ Location
    London, GB
    LinkedIn® Page
    www.linkedin.com
    15 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

SYNQ is the New Standard in Data Observability. SYNQ goes beyond traditional data observability to deliver a Data Product Observability Workflow that ensures your data is accurate, actionable, and

Users
  • Analytics Engineer
Industries
  • Computer Software
  • Leisure, Travel & Tourism
Market Segment
  • 93% Mid-Market
  • 3% 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
17
Data Lineage
17
Alerting System
9
Efficiency Improvement
9
Integration Support
9
Cons
Poor User Interface
7
Data Management
2
Complex Setup
1
Frequent Updates
1
Integration Issues
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
9.2
Automation
Average: 8.5
9.2
Integrations
Average: 8.7
Seller Details
Seller
SYNQ
Company Website
Year Founded
2022
HQ Location
London, GB
LinkedIn® Page
www.linkedin.com
15 employees on LinkedIn®
By IBM
(67)4.4 out of 5
Optimized for quick response
Save to My Lists
Entry Level Price:Starting at $450.00
  • 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
    Data Quality
    14
    Efficiency Improvement
    11
    Ease of Use
    8
    Monitoring
    8
    Alerting System
    7
    Cons
    Learning Difficulty
    9
    Complexity
    5
    Expensive
    5
    Learning Curve
    4
    Limited Features
    4
  • 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: 8.5
    8.6
    Integrations
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    IBM
    Company Website
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    711,154 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    317,108 employees on LinkedIn®
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
Data Quality
14
Efficiency Improvement
11
Ease of Use
8
Monitoring
8
Alerting System
7
Cons
Learning Difficulty
9
Complexity
5
Expensive
5
Learning Curve
4
Limited Features
4
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: 8.5
8.6
Integrations
Average: 8.7
Seller Details
Seller
IBM
Company Website
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
711,154 Twitter followers
LinkedIn® Page
www.linkedin.com
317,108 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
    23
    Monitoring
    11
    User Interface
    11
    Easy Setup
    10
    Insights
    9
    Cons
    Poor User Interface
    7
    Data Limitations
    4
    Lack of Features
    4
    Limited Features
    4
    Missing Features
    4
  • 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: 8.5
    9.7
    Integrations
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2021
    HQ Location
    Tel Aviv, IL
    LinkedIn® Page
    www.linkedin.com
    47 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
23
Monitoring
11
User Interface
11
Easy Setup
10
Insights
9
Cons
Poor User Interface
7
Data Limitations
4
Lack of Features
4
Limited Features
4
Missing Features
4
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: 8.5
9.7
Integrations
Average: 8.7
Seller Details
Year Founded
2021
HQ Location
Tel Aviv, IL
LinkedIn® Page
www.linkedin.com
47 employees on LinkedIn®
(34)4.4 out of 5
Optimized for quick response
10th 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.

    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
    No information available
    Industries
    • Computer Software
    Market Segment
    • 62% Mid-Market
    • 29% 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 Quality
    9
    Ease of Use
    7
    Customer Support
    6
    Data Lineage
    6
    Efficiency Improvement
    6
    Cons
    Lineage Issues
    4
    Limited Integration
    3
    Access Control
    2
    Alert Management
    2
    Complex Setup
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Sifflet features and usability ratings that predict user satisfaction
    8.3
    Ease of Admin
    Average: 8.7
    8.6
    Anomaly identification
    Average: 8.7
    8.2
    Automation
    Average: 8.5
    7.5
    Integrations
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Sifflet
    Company Website
    Year Founded
    2021
    HQ Location
    Paris, Ile-de-France
    Twitter
    @Siffletdata
    389 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    48 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
No information available
Industries
  • Computer Software
Market Segment
  • 62% Mid-Market
  • 29% 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 Quality
9
Ease of Use
7
Customer Support
6
Data Lineage
6
Efficiency Improvement
6
Cons
Lineage Issues
4
Limited Integration
3
Access Control
2
Alert Management
2
Complex Setup
2
Sifflet features and usability ratings that predict user satisfaction
8.3
Ease of Admin
Average: 8.7
8.6
Anomaly identification
Average: 8.7
8.2
Automation
Average: 8.5
7.5
Integrations
Average: 8.7
Seller Details
Seller
Sifflet
Company Website
Year Founded
2021
HQ Location
Paris, Ile-de-France
Twitter
@Siffletdata
389 Twitter followers
LinkedIn® Page
www.linkedin.com
48 employees on LinkedIn®
By Soda
(55)4.4 out of 5
9th 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.

    Soda is the comprehensive data quality platform that offers end-to-end data quality management, enabling users to test, debug, and prevent data issues while uniting data producers and consumers in def

    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
    17
    Ease of Use
    16
    Easy Integrations
    8
    Features
    6
    Quality Checks
    6
    Cons
    Learning Difficulty
    5
    Limited Functionality
    5
    Data Management Issues
    3
    Dependency Issues
    3
    Integration Issues
    3
  • 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: 8.5
    8.5
    Integrations
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Soda
    Company Website
    Year Founded
    2018
    HQ Location
    Brussels, BE
    Twitter
    @sodadata
    878 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    117 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Soda is the comprehensive data quality platform that offers end-to-end data quality management, enabling users to test, debug, and prevent data issues while uniting data producers and consumers in def

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
17
Ease of Use
16
Easy Integrations
8
Features
6
Quality Checks
6
Cons
Learning Difficulty
5
Limited Functionality
5
Data Management Issues
3
Dependency Issues
3
Integration Issues
3
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: 8.5
8.5
Integrations
Average: 8.7
Seller Details
Seller
Soda
Company Website
Year Founded
2018
HQ Location
Brussels, BE
Twitter
@sodadata
878 Twitter followers
LinkedIn® Page
www.linkedin.com
117 employees on LinkedIn®