# Best Scientific Data Management Systems (SDMS)

## How Many Scientific Data Management Systems (SDMS) Products Does G2 Track?

**Total Products under this Category:** 107

### Category Stats (Sep 2026)

- **Average Rating:** 4.52/5 The average rating of products in this category, based on all submitted ratings

_Last updated: September 02, 2026_

## How Does G2 Rank Scientific Data Management Systems (SDMS) Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 1,100+ Authentic Reviews
- 107+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Scientific Data Management Systems (SDMS)
 ![G2 Grid® for Scientific Data Management Systems (SDMS) plotting products by satisfaction and market presence](https://www.g2.com/categories/scientific-data-management-system-sdms/grids.png?focus%5B%5D=49257&focus%5B%5D=12435&focus%5B%5D=94672&focus%5B%5D=1186690&focus%5B%5D=12430&focus%5B%5D=23792&focus%5B%5D=40533&focus%5B%5D=130061)

Highlighted products: SciNote, Thermo Scientific SampleManager LIMS Software, Labguru ELN LIMS, Dotmatics, STARLIMS, Benchling, Google Genomics, and Genemod.

Underlying data: [Grid® JSON](https://www.g2.com/categories/scientific-data-management-system-sdms/grids.json?focus%5B%5D=scinote&focus%5B%5D=thermo-scientific-samplemanager-lims-software&focus%5B%5D=labguru-eln-lims&focus%5B%5D=dotmatics-dotmatics&focus%5B%5D=starlims&focus%5B%5D=benchling&focus%5B%5D=google-genomics&focus%5B%5D=genemod)

**Sponsored**

### Dotmatics

Dotmatics is a scientific R&D platform that combines ELN (electronic lab notebook), sample and sequence registration, inventory management, workflow automation, and scientific data search and analytics in one connected system. Dotmatics Luma extends this with a unified data layer that brings together instrument outputs, application data, and enterprise sources, then organizes it for analysis, visualization, and decision-making across biology, chemistry, and materials. Built for biopharma, CRO/CDMOs, and industrial R&D, Dotmatics helps teams replace disconnected point tools and spreadsheets with a governed system of record. Scientists can plan and capture experiments, track materials with full chain of custody, and connect results to the right samples, sequences, and studies so prior work is easy to find and reuse. Role-based permissions, audit trails, and compliance-ready controls support regulated workflows, while flexible integrations connect to existing lab and enterprise systems. With Luma-powered search and analytics, teams can compare candidates across assays, spot trends and outliers in complex datasets, reduce re-runs, and gain clear visibility into what’s progressing, what’s blocked, and what to advance next.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=2191&secure%5Bchosen_at%5D=2026-09-04T06%3A12%3A36Z&secure%5Bdisplayable_resource_id%5D=2191&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=2191&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1186690&secure%5Bresource_id%5D=2191&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fscientific-data-management-system-sdms&secure%5Btoken%5D=0a8f5ce96d7ba658624543da9dce67def1e0082877f2cefc41232a92f6dac3a4&secure%5Burl%5D=https%3A%2F%2Fgo.dotmatics.com%2Fluma-platform&secure%5Burl_type%5D=custom_url)

### [SciNote](https://www.g2.com/products/scinote/reviews)

SciNote is a leading locally installed or cloud-based Laboratory management system with: Electronic Lab Notebook (ELN), Lab Information Management System (LIMS) and laboratory data management features, designed to support scientists, lab teams, and research organizations in managing, organizing, and protecting scientific data. Founded in 2015, SciNote is headquartered in Middleton, Wisconsin, USA, with offices in Europe and a global customer base spanning over 100 countries. The platform is trusted by more than 100,000 scientists and renowned institutions such as the FDA, USDA, and the European Commission. Key Features of SciNote: - Electronic Lab Notebook (ELN): Intuitive experiment planning and data documentation - Inventory & Sample Tracking: Organize and trace reagents, materials, and samples - SOP & Protocol Management: Standardized, version-controlled workflows - Compliance-Ready Infrastructure: Built to support 21 CFR Part 11, GxP, and ISO 27001 standards - Project & Task Management: Centralize team activities and deadlines across research programs - User Roles & Permissions: Role-based access control for secure collaboration - API & Integration: RESTful API and interoperability with instruments, LIMS, and analytics platforms - Data Security: Encrypted cloud hosting with full audit trails and activity logs What SciNote Solves: SciNote solves the complexity of managing scientific workflows, fragmented documentation, and disconnected teams by offering one unified platform that brings clarity, consistency, and compliance to research environments. It replaces paper notebooks and spreadsheets with structured digital records that help: Reduce time spent on repetitive documentation Improve collaboration across lab teams and departments Maintain audit-ready compliance with regulatory standards Protect institutional knowledge and intellectual property Accelerate research workflows and data-driven decision-making Whether you're in biotech, pharma, medtech, diagnostics, agritech, CRO/CDMO services, or academic and government research, SciNote provides a scalable solution to modernize lab operations while ensuring scientific and regulatory integrity. Learn more at https://www.scinote.net

**Average Rating:** 4.2/5.0

**Total Reviews:** 303

#### How Do G2 Users Rate SciNote?

- **Lab Systems Integration:** 7.6/10 (Category avg: 8.4/10)
- **Query and Search:** 7.8/10 (Category avg: 8.5/10)
- **Library Collections:** 7.7/10 (Category avg: 8.4/10)
- **Ease of Use:** 7.9/10 (Category avg: 8.7/10)

#### Who Is the Company Behind SciNote?

- **Seller:** [SciNote](https://www.g2.com/sellers/scinote)
- **Company Website:** scinote.net
- **Year Founded:** 2015
- **HQ Location:** Middleton, WI
- **Twitter:** @scinoteELN  
1,971 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2644bd335f4f5d7b0b1d06de9204a795b22ea329b51e02498dc56a34742cd6cc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10227272%2F&secure%5Burl_type%5D=linkedin_company_website)  
31 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Research Associate, Scientist
- **Top Industries:** Biotechnology, Research
- **Company Size:** 75% Small, 17% Medium

#### What Do G2 Reviewers Say About SciNote?

_AI-generated summary from verified user reviews_

##### Pros

- Users find SciNote to be very **easy to use** , streamlining lab practices and enhancing organization efficiency.
- Users value the **organization capabilities** of SciNote, enhancing efficiency and communication in their workflows.
- Users appreciate the **organizational efficiency** of SciNote, enhancing collaboration and streamlining experiment management.
- Users value the **collaboration features** of SciNote, enhancing team communication and streamlining project workflows effectively.
- Users value the **highly effective and customizable inventory management** in SciNote, facilitating smooth operations and documentation.

##### Cons

- Users face **data management issues** with SciNote, finding the platform inflexible and cumbersome for task organization.
- Users find the **limited functionality** of SciNote frustrating, especially with its lack of advanced features for chemistry labs.
- Users find navigation between tasks to be **difficult** , which hinders efficiency and complicates their workflow in SciNote.
- Users struggle with **navigation issues** in SciNote, facing challenges that initially hinder easy access to tools.
- Users find **difficult navigation** in SciNote challenging, which can hinder efficient use of the available tools.

#### What Are Recent G2 Reviews of SciNote?

**["Helpful Platform with Exceptional Support"](https://www.g2.com/survey_responses/scinote-review-8770026)**

**Rating:** 4.0/5.0 stars

_— Verified User in Biotechnology_

[Read full review](https://www.g2.com/survey_responses/scinote-review-8770026)

**["Scinote Streamlined Our R&D Collaboration and eQMS Integration"](https://www.g2.com/survey_responses/scinote-review-12785249)**

**Rating:** 4.0/5.0 stars

_— Verified User in Biotechnology_

[Read full review](https://www.g2.com/survey_responses/scinote-review-12785249)

#### What Are G2 Users Discussing About SciNote?

- [What does Scinote do?](https://www.g2.com/discussions/what-does-scinote-do) - 1 comment
- [What is ELN software?](https://www.g2.com/discussions/what-is-eln-software) - 1 comment
- [How do you use Scinote?](https://www.g2.com/discussions/how-do-you-use-scinote) - 1 comment
- [How much does scinote cost?](https://www.g2.com/discussions/how-much-does-scinote-cost) - 1 comment

### [Labguru ELN LIMS](https://www.g2.com/products/labguru-eln-lims/reviews)

Labguru is a secure, cloud-based Electronic Lab Notebook (ELN), Laboratory Information Management System (LIMS), and informatics platform designed to assist users in managing and recording laboratory data and inventory effectively. This comprehensive solution caters to the needs of life science research and industry, providing tools that enhance the efficiency and organization of laboratory operations. The platform is particularly beneficial for a diverse range of users, including scientists in pharmaceutical companies, mid-sized firms, startups, universities, and research institutes. Labguru facilitates the design of experiments and workflows, allowing researchers to capture both structured and unstructured data seamlessly. By enabling project management and collaboration, Labguru supports teams in sharing their findings and insights, fostering a more integrated research environment. Key features of Labguru include customizable experiment templates and the integration of standard operating procedures (SOPs) and protocols. These functionalities are designed to enhance data quality and streamline workflows, ultimately leading to cost reductions in laboratory operations. The platform also offers molecular biology and chemistry tools, which are essential for researchers working in these fields. Furthermore, Labguru's automation capabilities provide insights into lab data, making it easier for users to optimize their processes and improve overall lab efficiency. Accessibility is another significant advantage of Labguru, as it is available on both desktop and mobile devices through the cloud. This flexibility allows scientists to access their data and manage their projects from anywhere, ensuring that they can work effectively regardless of their location. With over 120,000 scientists utilizing Labguru globally, the platform has proven its value across various sectors, from large pharmaceutical companies to innovative startups. Overall, Labguru stands out in the realm of laboratory management solutions by combining robust data management capabilities with user-friendly features. Its focus on enhancing collaboration, improving data quality, and providing valuable insights into laboratory operations makes it a vital tool for researchers aiming to advance their scientific endeavors.

**Average Rating:** 4.6/5.0

**Total Reviews:** 165

#### How Do G2 Users Rate Labguru ELN LIMS?

- **Lab Systems Integration:** 8.7/10 (Category avg: 8.4/10)
- **Query and Search:** 8.5/10 (Category avg: 8.5/10)
- **Library Collections:** 8.5/10 (Category avg: 8.4/10)
- **Ease of Use:** 8.4/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Labguru ELN LIMS?

- **Seller:** [Cenevo](https://www.g2.com/sellers/cenevo)
- **Company Website:** www.titian.co.uk
- **Year Founded:** 1999
- **HQ Location:** London, England, United Kingdom
- **Twitter:** @TitianSoftware  
168 Twitter followers
- **LinkedIn® Page:** [uk.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b79ee6e45dc1b769fd0b0811891ea12230d64c2104bc682012cdcdaa0810f1e1&secure%5Burl%5D=https%3A%2F%2Fuk.linkedin.com%2Fcompany%2Ftitian-software&secure%5Burl_type%5D=linkedin_company_website)  
85 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Biotechnology, Research
- **Company Size:** 75% Small, 19% Medium

#### What Do G2 Reviewers Say About Labguru ELN LIMS?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **excellent customer support** from Labguru, enhancing their overall experience and satisfaction.
- Users find Labguru ELN LIMS to be **intuitive and easy to use** , enhancing organization and collaboration seamlessly.
- Users value the **effective inventory management** features of Labguru, which streamline workflows and enhance lab efficiency.
- Users appreciate the **intuitive lab management** of Labguru, enhancing organization, compliance, and collaboration as they scale.
- Users highlight the **intuitive organization** features of Labguru, ensuring smooth management and compliance in growing labs.

##### Cons

- Users find the **limited functionality** of Labguru ELN LIMS restricts advanced analysis and customization options.
- Users often experience **slow performance** , with long loading times and occasional issues with data saving and updates.
- Users find **difficult usability** in Labguru ELN LIMS, struggling with navigation, section management, and content transfer.
- Users face significant **data management issues** with Labguru ELN LIMS, including bugs and long loading times affecting functionality.
- Users find **limited customization** options frustrating, particularly with consumables and advanced analytical tools in Labguru ELN LIMS.

#### What Are Recent G2 Reviews of Labguru ELN LIMS?

**["Customisable, Intuitive Interfaces with Dashboards and Powerful Workflow Automation"](https://www.g2.com/survey_responses/labguru-eln-lims-review-12258308)**

**Rating:** 4.0/5.0 stars

_— Matthew C._

[Read full review](https://www.g2.com/survey_responses/labguru-eln-lims-review-12258308)

**["Excellent electric notebook"](https://www.g2.com/survey_responses/labguru-eln-lims-review-8391717)**

**Rating:** 5.0/5.0 stars

_— Beibei L._

[Read full review](https://www.g2.com/survey_responses/labguru-eln-lims-review-8391717)

#### What Are G2 Users Discussing About Labguru ELN LIMS?

- [How has Labguru supported your lab management, and what features do you find most valuable?](https://www.g2.com/discussions/how-has-labguru-supported-your-lab-management-and-what-features-do-you-find-most-valuable)
- [What is LIMS and its types?](https://www.g2.com/discussions/what-is-lims-and-its-types)
- [How do you use labguru?](https://www.g2.com/discussions/how-do-you-use-labguru)
- [Is labguru a LIMS?](https://www.g2.com/discussions/is-labguru-a-lims) - 1 comment
- [How much does labguru cost?](https://www.g2.com/discussions/how-much-does-labguru-cost)

### [Thermo Scientific SampleManager LIMS Software](https://www.g2.com/products/thermo-scientific-samplemanager-lims-software/reviews)

Thermo Scientific SampleManager LIMS, SDMS, ELN and LES Software manages your laboratory, data and procedural workflows, connecting with other enterprise systems, instruments, equipment and your customers to deliver increased compliance and productivity across your business. SampleManager LIMS software is a complete, comprehensive solution for lab, data and process management, and one of the most widely deployed LIMS in the world. For over 35 years, SampleManager LIMS software has supported customers using the latest technologies and is developed, designed and supported in an ISO 9001 environment. Through configuration, not customization, SampleManager LIMS software can be tailored to your specific business processes and laboratory workflows.

**Average Rating:** 4.3/5.0

**Total Reviews:** 108

#### How Do G2 Users Rate Thermo Scientific SampleManager LIMS Software?

- **Lab Systems Integration:** 8.9/10 (Category avg: 8.4/10)
- **Query and Search:** 9.3/10 (Category avg: 8.5/10)
- **Library Collections:** 8.8/10 (Category avg: 8.4/10)
- **Ease of Use:** 8.4/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Thermo Scientific SampleManager LIMS Software?

- **Seller:** [Thermo Fisher Scientific](https://www.g2.com/sellers/thermo-fisher-scientific)
- **HQ Location:** Waltham, MA
- **Twitter:** @thermosci  
23,517 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6484afb965d2d2a1d069080518f41101e7e31d64e297398f95d7bdd5736ff5db&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3081%2F&secure%5Burl_type%5D=linkedin_company_website)  
100,255 employees on LinkedIn®
- **Ownership:** BMV:TMO
- **Total Revenue (USD mm):** $32,218

#### Who Uses This Product?

- **Top Industries:** Pharmaceuticals, Oil & Energy
- **Company Size:** 35% Medium, 33% Large

#### What Are Recent G2 Reviews of Thermo Scientific SampleManager LIMS Software?

**["I like the mobile-tablet to software connection partof software"](https://www.g2.com/survey_responses/thermo-scientific-samplemanager-lims-software-review-9848616)**

**Rating:** 4.0/5.0 stars

_— Vanaraj R._

[Read full review](https://www.g2.com/survey_responses/thermo-scientific-samplemanager-lims-software-review-9848616)

**["Secure and complies with reuglatory"](https://www.g2.com/survey_responses/thermo-scientific-samplemanager-lims-software-review-6886210)**

**Rating:** 5.0/5.0 stars

_— Santosh P._

[Read full review](https://www.g2.com/survey_responses/thermo-scientific-samplemanager-lims-software-review-6886210)

#### What Are G2 Users Discussing About Thermo Scientific SampleManager LIMS Software?

- [What do you recommend for those looking to replace Thermo Scientific SampleManager LIMS with another laboratory information management system?](https://www.g2.com/discussions/what-do-you-recommend-for-those-looking-to-replace-thermo-scientific-samplemanager-lims-with-another-laboratory-information-management-system)
- [What is Watson LIMS?](https://www.g2.com/discussions/what-is-watson-lims) - 2 comments
- [What is LIMS software in pharma?](https://www.g2.com/discussions/what-is-lims-software-in-pharma) - 1 comment
- [What are the unique features of LIMS?](https://www.g2.com/discussions/thermo-scientific-samplemanager-lims-software-what-are-the-unique-features-of-lims) - 1 comment
- [What is SampleManager LIMS?](https://www.g2.com/discussions/what-is-samplemanager-lims) - 1 comment

### [Dotmatics](https://www.g2.com/products/dotmatics-dotmatics/reviews)

Dotmatics is a scientific R&D platform that combines ELN (electronic lab notebook), sample and sequence registration, inventory management, workflow automation, and scientific data search and analytics in one connected system. Dotmatics Luma extends this with a unified data layer that brings together instrument outputs, application data, and enterprise sources, then organizes it for analysis, visualization, and decision-making across biology, chemistry, and materials. Built for biopharma, CRO/CDMOs, and industrial R&D, Dotmatics helps teams replace disconnected point tools and spreadsheets with a governed system of record. Scientists can plan and capture experiments, track materials with full chain of custody, and connect results to the right samples, sequences, and studies so prior work is easy to find and reuse. Role-based permissions, audit trails, and compliance-ready controls support regulated workflows, while flexible integrations connect to existing lab and enterprise systems. With Luma-powered search and analytics, teams can compare candidates across assays, spot trends and outliers in complex datasets, reduce re-runs, and gain clear visibility into what’s progressing, what’s blocked, and what to advance next.

**Average Rating:** 4.6/5.0

**Total Reviews:** 13

#### How Do G2 Users Rate Dotmatics?

- **Lab Systems Integration:** 7.3/10 (Category avg: 8.4/10)
- **Query and Search:** 8.6/10 (Category avg: 8.5/10)
- **Library Collections:** 7.3/10 (Category avg: 8.4/10)
- **Ease of Use:** 8.6/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Dotmatics?

- **Seller:** [Dotmatics](https://www.g2.com/sellers/dotmatics)
- **Company Website:** www.dotmatics.com
- **Year Founded:** 2005
- **HQ Location:** Hertfordshire
- **Twitter:** @dotmatics  
1,255 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=eb4c46a2afeedde05c580dad4adb9c34f460f75d242f4e1a90b442fabc0dce75&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdotmatics%2F&secure%5Burl_type%5D=linkedin_company_website)  
641 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Pharmaceuticals
- **Company Size:** 46% Small, 38% Medium

#### What Do G2 Reviewers Say About Dotmatics?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **seamless collaboration** capabilities of Dotmatics, enhancing teamwork and data accessibility for researchers.
- Users value the **centralized and simplified data management** of Dotmatics, enhancing collaboration and efficiency in research.
- Users appreciate the **customization capabilities** of Dotmatics, enhancing collaboration and simplifying data management across various scientific fields.
- Users value the **efficiency** of Dotmatics in streamlining scientific data management, enhancing collaboration and productivity across projects.
- Users value the **integrations** offered by Dotmatics, enhancing collaboration and streamlining scientific data management across departments.

##### Cons

- Users face **customization difficulty** with Dotmatics, often requiring technical support for workflow adjustments and setup.
- Users find the **learning curve challenging** , requiring time and training to navigate Dotmatics effectively.
- Users find **limited customization options** in Dotmatics, hindering their ability to tailor workflows to specific needs.
- Users often face **complexity in setup and customization** of Dotmatics, impacting ease of use for newcomers.
- Users find the **limited compatibility** of Dotmatics with various workflows challenging, especially for less experienced users.

#### What Are Recent G2 Reviews of Dotmatics?

**["Simple Installation and Upgrades"](https://www.g2.com/survey_responses/dotmatics-review-12943686)**

**Rating:** 4.0/5.0 stars

_— Verified User in Pharmaceuticals_

[Read full review](https://www.g2.com/survey_responses/dotmatics-review-12943686)

**["Streamlined Scientific Data, Excellent for Research Teams"](https://www.g2.com/survey_responses/dotmatics-review-12088942)**

**Rating:** 5.0/5.0 stars

_— Fayyaz H._

[Read full review](https://www.g2.com/survey_responses/dotmatics-review-12088942)

### [STARLIMS](https://www.g2.com/products/starlims/reviews)

As a recognized leader in enterprise informatics solutions, STARLIMS is committed to providing quality products and services to over 1,100 customers across the globe. Found in over 2,000 laboratories, STARLIMS serves Life Sciences, Contract Development Manufacturing Organizations (CDMOs), Food & Beverage, Chemical, Agrochemical, Oil & Gas, Consumer Goods, Contract Testing, Public Health, and Clinical Diagnostics organizations. With a modern and intuitive R&D ELN incorporated into our portfolio, STARLIMS address the critical challenges customers face in finding an advanced platform that supports them from R&D through to commercialization.

**Average Rating:** 4.5/5.0

**Total Reviews:** 156

#### How Do G2 Users Rate STARLIMS?

- **Lab Systems Integration:** 8.8/10 (Category avg: 8.4/10)
- **Query and Search:** 8.9/10 (Category avg: 8.5/10)
- **Library Collections:** 8.4/10 (Category avg: 8.4/10)
- **Ease of Use:** 8.4/10 (Category avg: 8.7/10)

#### Who Is the Company Behind STARLIMS?

- **Seller:** [STARLIMS](https://www.g2.com/sellers/starlims)
- **Year Founded:** 1986
- **HQ Location:** Hollywood, Florida
- **Twitter:** @starlims\_lims  
77 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=07ccb770bda2fcfe8e8f6f9b7a16604c5b0d49fee8aee39738859ea2b8092fc7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fstarlims%2F&secure%5Burl_type%5D=linkedin_company_website)  
249 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Pharmaceuticals, Biotechnology
- **Company Size:** 46% Large, 42% Medium

#### What Do G2 Reviewers Say About STARLIMS?

_AI-generated summary from verified user reviews_

##### Pros

- Users enjoy the **easy customization** options of STARLIMS, enhancing laboratory data management and workflow efficiency.
- Users find the **user-friendly control of actions and processes** in STARLIMS very impactful and efficient.
- Users value the **easy integration** capabilities of STARLIMS, enhancing workflow and data management efficiency in laboratories.
- Users value the **comprehensive and customizable modules** of STARLIMS, enhancing data integrity and workflow efficiency.
- Users value the **configuration ease** of STARLIMS, noting its simplicity in integration and customization.

##### Cons

- Users find STARLIMS has an **outdated system** with a crowded interface, lacking flexibility and modernization.
- Users struggle with the **poor usability** of STARLIMS, facing challenges with its complicated interface and slow performance.
- Users find STARLIMS to have **difficult usability** , struggling with a complicated interface and slow performance.
- Users find the **module issues** in STARLIMS frustrating, with user unfriendliness and slow performance impacting their experience.
- Users find the **poor documentation** of STARLIMS a barrier, complicating navigation and understanding of features.

#### What Are Recent G2 Reviews of STARLIMS?

**["Very good experience"](https://www.g2.com/survey_responses/starlims-review-12014169)**

**Rating:** 4.0/5.0 stars

_— Anne A._

[Read full review](https://www.g2.com/survey_responses/starlims-review-12014169)

**["LIMS is a robust platform with strong maintainability."](https://www.g2.com/survey_responses/starlims-review-12572067)**

**Rating:** 4.0/5.0 stars

_— ROY R._

[Read full review](https://www.g2.com/survey_responses/starlims-review-12572067)

#### What Are G2 Users Discussing About STARLIMS?

- [What is your experience with STARLIMS in managing laboratory information, and what needs improvement?](https://www.g2.com/discussions/what-is-your-experience-with-starlims-in-managing-laboratory-information-and-what-needs-improvement)

### [Benchling](https://www.g2.com/products/benchling/reviews)

We are rebuilding biotech for the AI era. When a breakthrough is delayed, the world waits. Getting a molecule from discovery to patients, or a crop from lab to field, involves thousands of slow, manual, disconnected steps. AI has the potential to change this, compressing decades of R&D work into years. But that only happens when clean, structured scientific data and AI are built into how science gets done. Benchling is the AI platform for biotech R&D. Scientists use Benchling to design experiments, capture structured data, and run AI agents and models directly in their workflows. Over 200,000 scientists around the world trust Benchling to power their most important work, from academic labs to Sanofi, Moderna, and more than half of the world's top 50 biopharma.

**Average Rating:** 4.5/5.0

**Total Reviews:** 62

#### How Do G2 Users Rate Benchling?

- **Lab Systems Integration:** 7.2/10 (Category avg: 8.4/10)
- **Query and Search:** 8.1/10 (Category avg: 8.5/10)
- **Library Collections:** 7.2/10 (Category avg: 8.4/10)
- **Ease of Use:** 8.2/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Benchling?

- **Seller:** [Benchling](https://www.g2.com/sellers/benchling)
- **Year Founded:** 2012
- **HQ Location:** San Francisco, US
- **Twitter:** @benchling  
10,016 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1be0c79eacc6342ef2b05cbb578ddf6362bc21d0f6c41d7bac3566627b012771&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3769390%2F&secure%5Burl_type%5D=linkedin_company_website)  
803 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Biotechnology, Research
- **Company Size:** 63% Small, 31% Medium

#### What Do G2 Reviewers Say About Benchling?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **collaboration features** of Benchling, facilitating seamless teamwork and enhanced productivity in research.
- Users value the **comprehensive history and repository** offered by Benchling, ensuring compliance in their processes.
- Users value the **comprehensive history and repository** provided by Benchling for seamless compliance management.
- Users value the **comprehensive history and repository** offered by Benchling in a Part 11 compliant environment.
- Users enjoy the **ease of use** in Benchling for managing digital laboratory notebooks and collaboration.

##### Cons

- Users find **difficult navigation** in Benchling frustrating, impacting their overall experience and usability of the system.
- Users find **difficult usability** in Benchling, struggling with navigation and functionality, leading to abandoned usage.
- Users find **navigation difficult** in Benchling, making it challenging to use effectively for data tracking.
- Users find **navigation issues** with Benchling frustrating, impacting their ability to utilize the platform effectively.
- Users find **data management issues** with Benchling, citing difficulties in navigation and usability despite complex setups.

#### What Are Recent G2 Reviews of Benchling?

**["Robust Compliance Features, But Navigation Needs Improvement"](https://www.g2.com/survey_responses/benchling-review-11889909)**

**Rating:** 5.0/5.0 stars

_— Robert K._

[Read full review](https://www.g2.com/survey_responses/benchling-review-11889909)

**["Benchling: A great tool for graduate school and industry"](https://www.g2.com/survey_responses/benchling-review-8523267)**

**Rating:** 4.5/5.0 stars

_— Andrew L._

[Read full review](https://www.g2.com/survey_responses/benchling-review-8523267)

#### What Are G2 Users Discussing About Benchling?

- [Does Benchling have an app?](https://www.g2.com/discussions/does-benchling-have-an-app)
- [How do you use Benchling software?](https://www.g2.com/discussions/how-do-you-use-benchling-software)
- [How good is Benchling?](https://www.g2.com/discussions/how-good-is-benchling)
- [What can Benchling do?](https://www.g2.com/discussions/what-can-benchling-do)

### [Genemod](https://www.g2.com/products/genemod/reviews)

Genemod is the agentic operating system for the wet lab — purpose-built for biotech and diagnostics R&D. ELN, LIMS, and inventory live in one unified data model, with an AI agent that captures every action, links every record across the lab, and keeps every audit trail complete. Used by regulated labs at Pfizer, Merck, Stanford, Johns Hopkins, and Memorial Sloan Kettering, managing 10M+ records across cell therapy, RNA, antibody, and diagnostics programs. Unlike traditional lab software where ELN, LIMS, and inventory are separate tools stitched together, Genemod runs the full research cycle on a single architecture built for how wet labs actually work. Sample lineage, experiment records, protocol versions, and audit trails connect the moment work happens at the bench — not reconciled after the fact. This eliminates the manual entry, broken handoffs, and duplicate records that drag down most lab teams as they scale from a single freezer to multi-site programs. Built for teams operating under 21 CFR Part 11, GxP, SOC 2, and HIPAA, Genemod ships with audit trails that build themselves and exportable lineage diagrams ready for regulatory submission. Whether you're a Series A biotech scaling your first program or a top-20 pharma standardizing across sites, Genemod's agent and unified data model let your scientists ship science, not paperwork. Genemod is the operating system for the wet lab. Request a demo to see one Agent across your entire lab.

**Average Rating:** 4.8/5.0

**Total Reviews:** 49

#### How Do G2 Users Rate Genemod?

- **Lab Systems Integration:** 10.0/10 (Category avg: 8.4/10)
- **Query and Search:** 10.0/10 (Category avg: 8.5/10)
- **Library Collections:** 9.9/10 (Category avg: 8.4/10)
- **Ease of Use:** 9.4/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Genemod?

- **Seller:** [Genemod](https://www.g2.com/sellers/genemod)
- **Year Founded:** 2018
- **HQ Location:** Seattle, Washington
- **Twitter:** @genemod  
81 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=208348c76d1237b23dcf633fe3abe371bd5bf20f582fa7d30e191054d3a01e28&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fgenemod&secure%5Burl_type%5D=linkedin_company_website)  
7 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Researcher, Research Assistant
- **Top Industries:** Biotechnology, Research
- **Company Size:** 61% Small, 35% Large

#### What Do G2 Reviewers Say About Genemod?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **seamless inventory management** of Genemod, enhancing lab operations and resource sharing efficiency.
- Users commend Genemod for its **responsive continuous improvement** and customization options, enhancing the lab management experience.
- Users value the **responsiveness of Genemod's team** , appreciating their willingness to implement feedback and suggestions swiftly.
- Users value the **seamless integration** of laboratory management features in Genemod, enhancing collaboration and efficiency.
- Users value the **streamlined lab management** of Genemod, vastly improving resource sharing and operational efficiency.

##### Cons

- Users face **access limitations** with Genemod, causing difficulties in user management and hindering account usage.
- Users experience **data management issues** with access denial for certain users, impacting their ability to use Genemod effectively.
- Users experience **limited access** with Genemod, hindering their ability to fully utilize the account features.
- Users note some **limited functionality** , like missing code embedding, though support quickly resolves minor issues.
- Users often face **module issues** when adding users, causing access problems that hinder account functionality.

#### What Are Recent G2 Reviews of Genemod?

**["Outstanding Experience from Start to Finish"](https://www.g2.com/survey_responses/genemod-review-12124941)**

**Rating:** 5.0/5.0 stars

_— Verified User in Biotechnology_

[Read full review](https://www.g2.com/survey_responses/genemod-review-12124941)

**["Scalable and customizable LIMS software for growing labs"](https://www.g2.com/survey_responses/genemod-review-11513585)**

**Rating:** 5.0/5.0 stars

_— Laura R._

[Read full review](https://www.g2.com/survey_responses/genemod-review-11513585)

#### What Are G2 Users Discussing About Genemod?

- [What is Genemod used for?](https://www.g2.com/discussions/what-is-genemod-used-for)

### [Google Genomics](https://www.g2.com/products/google-genomics/reviews)

Ask bigger questions by efficiently processing up to petabytes of genomic data

**Average Rating:** 4.3/5.0

**Total Reviews:** 11

#### How Do G2 Users Rate Google Genomics?

- **Ease of Use:** 8.6/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Google Genomics?

- **Seller:** [Google](https://www.g2.com/sellers/google)
- **Year Founded:** 1998
- **HQ Location:** Mountain View, CA
- **Twitter:** @google  
31,899,995 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fe4a5936665c9702418dd53c477fef5a7baea08078bb117ed67e966fc581b9ec&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1441%2F&secure%5Burl_type%5D=linkedin_company_website)  
341,888 employees on LinkedIn®
- **Ownership:** NASDAQ:GOOG

#### Who Uses This Product?

- **Company Size:** 42% Small, 33% Large

#### What Are Recent G2 Reviews of Google Genomics?

**["How genomics should be displayed for intuitive access"](https://www.g2.com/survey_responses/google-genomics-review-1676210)**

**Rating:** 4.5/5.0 stars

_— Ibrahim A._

[Read full review](https://www.g2.com/survey_responses/google-genomics-review-1676210)

**["Reviews for Google genomics"](https://www.g2.com/survey_responses/google-genomics-review-4438725)**

**Rating:** 4.0/5.0 stars

_— Verified User in Accounting_

[Read full review](https://www.g2.com/survey_responses/google-genomics-review-4438725)

#### What Are G2 Users Discussing About Google Genomics?

- [What is Google Genomics used for?](https://www.g2.com/discussions/what-is-google-genomics-used-for)

### [Scispot](https://www.g2.com/products/scispot/reviews)

Scispot is the best tech stack for biotech. It's the first-ever toolkit that lets you tailor it to your needs – no coding required. Think of it as a super combo of ELN + LIMS + Integrations + Analytics. You can set it up using a user-friendly interface (GUI) or by entering commands (CLI). It's about making your digital biotech dreams a reality. You can design your data infrastructure, automate your workflows and integrations and make your data ready for machine learning and artificial intelligence – all on one spot. Scispot even provides pre-made blueprints for major experiments, teamwork, and data management.

**Average Rating:** 4.9/5.0

**Total Reviews:** 15

#### How Do G2 Users Rate Scispot?

- **Lab Systems Integration:** 9.4/10 (Category avg: 8.4/10)
- **Query and Search:** 9.8/10 (Category avg: 8.5/10)
- **Library Collections:** 9.6/10 (Category avg: 8.4/10)
- **Ease of Use:** 9.3/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Scispot?

- **Seller:** [Scispot.io](https://www.g2.com/sellers/scispot-io-9811a52e-31cc-4a8d-a75d-9ba3bc0132ed)
- **Year Founded:** 2020
- **HQ Location:** Kitchener, Ontario
- **Twitter:** @scispotter  
328 Twitter followers
- **LinkedIn® Page:** [ca.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a8e72d00a707af6b1d2e079b95e198ce70ad91eb7a4bc4e552d2461087662436&secure%5Burl%5D=https%3A%2F%2Fca.linkedin.com%2Fcompany%2Fscispot-com&secure%5Burl_type%5D=linkedin_company_website)  
21 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Biotechnology
- **Company Size:** 93% Small, 7% Medium

#### What Do G2 Reviewers Say About Scispot?

_AI-generated summary from verified user reviews_

##### Pros

- Users greatly value the **automation capabilities** of Scispot, streamlining lab work and enhancing efficiency significantly.
- Users love the **automation integration** of Scispot, streamlining lab work and enhancing data management efficiency.
- Users value the **data accuracy** of Scispot, streamlining lab processes and improving overall efficiency in managing experiments.
- Users appreciate the **efficient data analysis capabilities** of Scispot, streamlining lab work and enhancing productivity.
- Users appreciate the **effective data management** of Scispot, streamlining laboratory tasks and enhancing productivity significantly.

#### What Are Recent G2 Reviews of Scispot?

**["Best LIMS for complex workflows"](https://www.g2.com/survey_responses/scispot-review-9668949)**

**Rating:** 5.0/5.0 stars

_— SHIVA RAJU G._

[Read full review](https://www.g2.com/survey_responses/scispot-review-9668949)

**["Modern Software for In Vivo Animal Research"](https://www.g2.com/survey_responses/scispot-review-9671877)**

**Rating:** 5.0/5.0 stars

_— Rajan B._

[Read full review](https://www.g2.com/survey_responses/scispot-review-9671877)

### [Uncountable Web Platform](https://www.g2.com/products/uncountable-web-platform/reviews)

The Uncountable Unified Laboratory Informatics Software platform is a transformative, cloud-based solution designed to enhance research and development (R&D) processes across various industries, including chemicals, materials, consumer packaged goods (CPG), food and beverage, cosmetics, biotechnology, and pharmaceuticals. By centralizing and organizing experimental data, Uncountable helps enterprise organizations streamline workflows, improve accessibility, and foster innovation. As a comprehensive repository for scientific inputs and outputs, the platform allows researchers and teams to concentrate on discovery and progress rather than managing fragmented and siloed data systems. This platform integrates a wide array of traditionally separate tools into one cohesive system, effectively eliminating inefficiencies and enhancing productivity. These tools include Laboratory Information Management Systems (LIMS), Electronic Lab Notebooks (ELN), AI and machine learning-powered predictions, data visualization and reporting tools, and instrument connectivity with bi-directional data synchronization. Additionally, it supports integration with external databases and systems such as Enterprise Resource Planning (ERP), Customer Relationship Management (CRM), and inventory management platforms. By consolidating these functionalities, Uncountable simplifies the complexities associated with managing experimental data, offering a seamless user experience for R&D teams. A key feature of the Uncountable platform is its ability to unify scientific inputs—such as formulations, measurements, and process parameters—with experimental outputs. This integrated approach enables researchers to uncover relationships between variables and outcomes, facilitating the analysis of historical data to identify trends and make informed, data-driven decisions that can accelerate R&D timelines. The platform's AI and machine learning capabilities provide predictive insights and suggestions, empowering researchers to design more effective experiments and reduce the time-to-market for innovations. Collaboration is another area where Uncountable excels. It offers tools for real-time data sharing and communication that connect teams across departments and geographical locations. This feature is particularly crucial in industries like food and beverage or biotechnology, where cross-functional coordination is vital for maintaining compliance and achieving significant breakthroughs. The platform ensures that insights are shared efficiently and securely, promoting cohesive teamwork and collective progress. What distinguishes the Uncountable Unified Laboratory Informatics Software is its ability to connect directly with laboratory instruments and equipment, ensuring seamless bi-directional data synchronization. This connectivity minimizes manual data entry and reduces errors, thereby enhancing the accuracy and reliability of experimental data. Furthermore, the platform's integration capabilities extend to external databases and enterprise systems, allowing for comprehensive data management that encompasses inventory tracking, reporting, and operational workflows. With a user-friendly interface that caters to researchers, technicians, and managers of varying technical expertise, Uncountable provides a unified solution tailored to the specific R&D needs of organizations across multiple sectors.

**Average Rating:** 4.7/5.0

**Total Reviews:** 39

#### How Do G2 Users Rate Uncountable Web Platform?

- **Lab Systems Integration:** 8.7/10 (Category avg: 8.4/10)
- **Query and Search:** 9.0/10 (Category avg: 8.5/10)
- **Library Collections:** 8.2/10 (Category avg: 8.4/10)
- **Ease of Use:** 8.0/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Uncountable Web Platform?

- **Seller:** [Uncountable Inc.](https://www.g2.com/sellers/uncountable-inc)
- **Company Website:** www.uncountable.com
- **Year Founded:** 2016
- **HQ Location:** San Francisco, California
- **Twitter:** @uncountable\_inc  
35 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c0cf5cec09125e37e30b6df93568bde5b100c5d36f133183775164535a6b2b8c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Funcountable-inc%2F&secure%5Burl_type%5D=linkedin_company_website)  
173 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Chemicals, Research
- **Company Size:** 38% Large, 33% Small

#### What Do G2 Reviewers Say About Uncountable Web Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Uncountable Web Platform to be **easy to use** , streamlining lab organization and enhancing productivity.
- Users appreciate the **flexibility and interconnectivity** of Uncountable, simplifying data analysis and organization across the company.
- Users value the **lab automation features** of Uncountable, enhancing organization and efficiency in laboratory operations.
- Users value the **quick and helpful customer support** from Uncountable, enhancing their overall experience and satisfaction.
- Users appreciate the **flexibility** of the Uncountable Web Platform for easy customization and extensive data handling capabilities.

##### Cons

- Users find the **difficult learning curve** of the Uncountable Web Platform a challenge, requiring significant time for effective use.
- Users face significant **complex setup challenges** with Uncountable Web Platform, often requiring extensive time and effort for implementation.
- Users face a **steep learning curve** with Uncountable Web Platform, finding it challenging to navigate and utilize effectively.
- Users struggle with **customization difficulty** , finding the platform less intuitive and time-consuming for effective implementation.
- Users find the **poor visualization** aspects of Uncountable Web Platform hinder effective data comparison and presentation.

#### What Are Recent G2 Reviews of Uncountable Web Platform?

**["Very positive experience."](https://www.g2.com/survey_responses/uncountable-web-platform-review-10446806)**

**Rating:** 5.0/5.0 stars

_— Jay X._

[Read full review](https://www.g2.com/survey_responses/uncountable-web-platform-review-10446806)

**["Uncountable has enabled our team to extract the most value from our R&D data now and in the future."](https://www.g2.com/survey_responses/uncountable-web-platform-review-10733333)**

**Rating:** 4.5/5.0 stars

_— Verified User in Research_

[Read full review](https://www.g2.com/survey_responses/uncountable-web-platform-review-10733333)

#### What Are G2 Users Discussing About Uncountable Web Platform?

- [What is Uncountable Web Platform used for?](https://www.g2.com/discussions/what-is-uncountable-web-platform-used-for)

### [MediaLab Document Control](https://www.g2.com/products/medialab-document-control/reviews)

MediaLab by Vastian's Document Control is a powerful way to manage your laboratory’s policies, procedures, and documentation. Our thirty years of expertise in clinical laboratories have created a document control solution that guides you to full compliance with all laboratory standards, regulations, and best practices. Document Control provides an automated, centralized platform for all of your document approvals, workflows, edits, sign-offs, audits, and more—with flexibility and customization features to match your laboratory’s unique needs. MediaLab's Document Control supports: • Digital records and version control of all documents, • Standardization across all documents from all sites, • Electronic signatures that meet 21 CFR Part 11 standards, • Customized approval workflows and processes, • Robust searching to easily locate specific documents, and more!

**Average Rating:** 4.6/5.0

**Total Reviews:** 11

#### How Do G2 Users Rate MediaLab Document Control?

- **Query and Search:** 10.0/10 (Category avg: 8.5/10)
- **Library Collections:** 9.2/10 (Category avg: 8.4/10)
- **Ease of Use:** 9.2/10 (Category avg: 8.7/10)

#### Who Is the Company Behind MediaLab Document Control?

- **Seller:** [Vastian](https://www.g2.com/sellers/vastian)
- **Year Founded:** 1995
- **HQ Location:** Lawrenceville, Georgia
- **Twitter:** @LabCE  
1,121 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9fc48cddfbd16f01e3c466849032e3b2bdbfa4a1b00bcbf2afb0d2c62866ab7a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2745991%2F&secure%5Burl_type%5D=linkedin_company_website)  
80 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Hospital & Health Care
- **Company Size:** 64% Large, 36% Medium

#### What Are Recent G2 Reviews of MediaLab Document Control?

**["Comprehensive Training Tool"](https://www.g2.com/survey_responses/medialab-document-control-review-5316420)**

**Rating:** 5.0/5.0 stars

_— William D._

[Read full review](https://www.g2.com/survey_responses/medialab-document-control-review-5316420)

**["MediaLab for Document Control"](https://www.g2.com/survey_responses/medialab-document-control-review-7284527)**

**Rating:** 4.5/5.0 stars

_— Verified User in Hospital & Health Care_

[Read full review](https://www.g2.com/survey_responses/medialab-document-control-review-7284527)

### [LabKey LIMS](https://www.g2.com/products/labkey-lims/reviews)

LabKey builds lab data software around the way science actually works. Our Products: LabKey LIMS brings sample tracking, chain-of-custody management, ELN, workflow automation, and compliance controls into a single configurable system. Sample Manager is built for labs that need structured sample tracking without the full LIMS footprint. Biologics LIMS and Mining LIMS add purpose-built data models for those disciplines, no separate platform needed. LabKey SDMS is a cloud-based scientific data management platform for research organizations that need to bring data from multiple sources, instruments, and systems into a single governed environment. LabKey LIMS Key Capabilities Sample Tracking & Chain of Custody: When samples move across teams or locations, every transfer is logged: registration, lineage, movement history, and custody records from intake to archive Electronic Lab Notebook (ELN): Document protocols, observations, and results alongside samples, assays, and workflows so experimental context stays with the data it describes Configurable Workflows: Build task-based SOPs in a no-code editor; capture inputs, validate data, and log completion at every step so procedures are followed consistently Audit Trails & Compliance: Tamper-evident logs with timestamps and user records keep audit evidence current and accessible. Supports GxP, ISO, and 21 CFR Part 11 Storage Management: Visual freezer hierarchy with location tracking, box views, and barcode scanning. Find any sample by ID, attribute, or storage location Metadata Configuration: As study needs change, adjust data fields without developer involvement; no-code schema changes across any sample or experiment type Role-Based Access: Control who sees and edits what across teams, projects, and data types. No IT ticket required API & Integrations: Connect to instruments, ERP systems, and external data sources; tabular import tools bring in legacy data without manual reentry Built for biotech, biopharma, agriculture, mining, environmental testing, food and beverage, and any lab environment where data integrity and traceability matter.

**Average Rating:** 4.6/5.0

**Total Reviews:** 10

#### How Do G2 Users Rate LabKey LIMS?

- **Lab Systems Integration:** 8.8/10 (Category avg: 8.4/10)
- **Query and Search:** 9.0/10 (Category avg: 8.5/10)
- **Library Collections:** 8.6/10 (Category avg: 8.4/10)
- **Ease of Use:** 8.6/10 (Category avg: 8.7/10)

#### Who Is the Company Behind LabKey LIMS?

- **Seller:** [LabKey](https://www.g2.com/sellers/labkey)
- **Year Founded:** 2005
- **HQ Location:** Seattle, WA
- **Twitter:** @LabKey  
458 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dedd8da41e79dc427dec3cca40a7f93eef49a2e78ff4fb66805b0c0e8c86aece&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flabkey-software%2F&secure%5Burl_type%5D=linkedin_company_website)  
34 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Small, 40% Medium

#### What Are Recent G2 Reviews of LabKey LIMS?

**["A biology-aware research data management platform"](https://www.g2.com/survey_responses/labkey-lims-review-7382299)**

**Rating:** 4.0/5.0 stars

_— Harshvardhan S._

[Read full review](https://www.g2.com/survey_responses/labkey-lims-review-7382299)

**["web-based biomedical research platform"](https://www.g2.com/survey_responses/labkey-lims-review-8158417)**

**Rating:** 5.0/5.0 stars

_— Verified User in Computer & Network Security_

[Read full review](https://www.g2.com/survey_responses/labkey-lims-review-8158417)

### [LaboratoryOn](https://www.g2.com/products/laboratoryon-laboratoryon/reviews)

Laboratory-On is software designed to make labs that process large quantities of samples for research and development (R&D), manufacturing, and clinical research more efficient and effective.

**Average Rating:** 4.6/5.0

**Total Reviews:** 12

#### How Do G2 Users Rate LaboratoryOn?

- **Lab Systems Integration:** 7.5/10 (Category avg: 8.4/10)
- **Query and Search:** 9.2/10 (Category avg: 8.5/10)
- **Library Collections:** 6.7/10 (Category avg: 8.4/10)
- **Ease of Use:** 9.3/10 (Category avg: 8.7/10)

#### Who Is the Company Behind LaboratoryOn?

- **Seller:** [LaboratoryOn](https://www.g2.com/sellers/laboratoryon)
- **HQ Location:** Chennai., Tamilnadu
- **Twitter:** @laboratoryon
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2806cb69184d6917b3d67660cb5123a7f454f45bd937f66669263fcad7e7a756&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F13649946&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Small, 25% Medium

#### What Are Recent G2 Reviews of LaboratoryOn?

**["Enhancing Lab Management with LaboratoryOn"](https://www.g2.com/survey_responses/laboratoryon-review-9364017)**

**Rating:** 4.5/5.0 stars

_— Samer N._

[Read full review](https://www.g2.com/survey_responses/laboratoryon-review-9364017)

**["Great User Experience"](https://www.g2.com/survey_responses/laboratoryon-review-7395439)**

**Rating:** 5.0/5.0 stars

_— Piyush C._

[Read full review](https://www.g2.com/survey_responses/laboratoryon-review-7395439)

### [AmpleLogic Electronic Logbook (eLogbook)](https://www.g2.com/products/amplelogic-electronic-logbook-elogbook/reviews)

AmpleLogic Electronic Logbook is a web-based software or platform that records general production requirements and keeps track of Area and Equipment operational usage, Packing, Cleaning, Break Down, Clearance, and Preventive Maintenance, Fogging and Defogging Log, Granulation, Calibration, Equipment Usage, Stability Schedule, Standards Usage, Service Log, Dispensing, Production, Chemical Usage Log, and many other equipment details log.

**Average Rating:** 4.7/5.0

**Total Reviews:** 9

#### How Do G2 Users Rate AmpleLogic Electronic Logbook (eLogbook)?

- **Lab Systems Integration:** 8.8/10 (Category avg: 8.4/10)
- **Query and Search:** 9.6/10 (Category avg: 8.5/10)
- **Library Collections:** 9.0/10 (Category avg: 8.4/10)
- **Ease of Use:** 9.8/10 (Category avg: 8.7/10)

#### Who Is the Company Behind AmpleLogic Electronic Logbook (eLogbook)?

- **Seller:** [AmpleLogic](https://www.g2.com/sellers/amplelogic)
- **Year Founded:** 2010
- **HQ Location:** Hyderabad, Telangana
- **Twitter:** @Ample\_Logic  
636 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3246b9b1f3c515fa97614cffcb695872158b221aee65a7dac379dd9bd4e2b4be&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fample-logic%2F&secure%5Burl_type%5D=linkedin_company_website)  
322 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Pharmaceuticals
- **Company Size:** 78% Medium, 22% Large

#### What Do G2 Reviewers Say About AmpleLogic Electronic Logbook (eLogbook)?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **automation capabilities** of AmpleLogic's eLogbook, facilitating smooth transitions from manual processes.
- Users value the **regulatory compliance with FDA standards** , ensuring the integrity and security of electronic records.
- Users appreciate the **regulatory compliance** of AmpleLogic eLogbook, ensuring secure and reliable electronic record-keeping.
- Users appreciate the **comprehensive modules** of AmpleLogic eLogbook, facilitating diverse logs and regulatory compliance seamlessly.

##### Cons

- Users find the **complex setup** of AmpleLogic eLogbook a significant barrier to effective implementation.
- Users find the **high cost** and challenging implementation a significant barrier to using the AmpleLogic eLogbook.

#### What Are Recent G2 Reviews of AmpleLogic Electronic Logbook (eLogbook)?

**["AmpleLogic eLogbook - Digitalization of Logbooks"](https://www.g2.com/survey_responses/amplelogic-electronic-logbook-elogbook-review-9046740)**

**Rating:** 4.5/5.0 stars

_— Prem P._

[Read full review](https://www.g2.com/survey_responses/amplelogic-electronic-logbook-elogbook-review-9046740)

**["AmpleLogic's eLogBook: An electric log book"](https://www.g2.com/survey_responses/amplelogic-electronic-logbook-elogbook-review-9090230)**

**Rating:** 5.0/5.0 stars

_— Rohit R._

[Read full review](https://www.g2.com/survey_responses/amplelogic-electronic-logbook-elogbook-review-9090230)

### [Seal](https://www.g2.com/products/seal-seal/reviews)

Seal is here to transform the way your organization approaches quality management, manufacturing execution and research & development. Tailored to meet the unique needs of businesses, from new startups to large enterprises, the Seal Cloud Platform is the key to enhancing efficiency and innovation in your processes. Whether you operate in highly regulated industries like life sciences or other sectors, Seal's mission is clear: to accelerate the development and delivery of groundbreaking products. As you embark on your journey towards excellence, Seal stands as your dedicated digital partner. Learn more at https://seal.run/

**Average Rating:** 4.8/5.0

**Total Reviews:** 21

#### How Do G2 Users Rate Seal?

- **Lab Systems Integration:** 9.7/10 (Category avg: 8.4/10)
- **Query and Search:** 9.3/10 (Category avg: 8.5/10)
- **Library Collections:** 9.6/10 (Category avg: 8.4/10)
- **Ease of Use:** 8.9/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Seal?

- **Seller:** [Seal](https://www.g2.com/sellers/seal-a799646f-3f42-4528-be56-caf0c3d91e91)
- **Year Founded:** 2019
- **HQ Location:** London, GB
- **Twitter:** @Opvia\_Platform  
8 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0b6d0668466fc6d887fe742ff6c017619c40ee3b585a69c00d29729fb69585c0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F23739321&secure%5Burl_type%5D=linkedin_company_website)  
116 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Biotechnology
- **Company Size:** 76% Small, 24% Medium

#### What Do G2 Reviewers Say About Seal?

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **great customer support** with hands-on training, enhancing their experience with Seal's features.
- Users value the **customization options** of Seal, allowing for tailored workflows and enhanced team collaboration.
- Users value the **efficiency** of Seal, seamlessly integrating multiple tools for daily operational tasks.
- Users value the **excellent customer support** and the flexibility to create various pipelines within Seal.
- Users value the **flexibility** of Seal in creating diverse workflows and integrating various tools seamlessly.

#### What Are Recent G2 Reviews of Seal?

**["Exactly what we needed to manage our databases in an integrated manner"](https://www.g2.com/survey_responses/seal-review-10792723)**

**Rating:** 5.0/5.0 stars

_— Verified User in Biotechnology_

[Read full review](https://www.g2.com/survey_responses/seal-review-10792723)

**["Super glad to have chosen Opvia as our QMS"](https://www.g2.com/survey_responses/seal-review-9731740)**

**Rating:** 5.0/5.0 stars

_— Jennie Y._

[Read full review](https://www.g2.com/survey_responses/seal-review-9731740)

#### What Are G2 Users Discussing About Seal?

- [What is Opvia used for?](https://www.g2.com/discussions/what-is-opvia-used-for)

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Similar Categories

- [Electronic Lab Notebook (ELN)](/categories/electronic-lab-notebook-eln)
- [Lab Inventory Management](/categories/lab-inventory-management)

- [Laboratory Information Management System](/categories/laboratory-information-management-system)
- [Laboratory Information Systems (LIS)](/categories/laboratory-information-systems-lis)

- [LIMS](/categories/lims)
- [Other Laboratory](/categories/other-laboratory)

[Browse Scientific Data Management System (SDMS) Themes](/categories/scientific-data-management-system-sdms/themes)

 ![Emma Stein](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Emma Stein")
ES

Researched and written by [Emma Stein](https://research.g2.com/insights/author/emma-stein)

Updated October 3, 2024

A scientific data management system (SDMS) acts as a centralized document management system, collecting, cataloging, and storing data generated by and in a scientific lab. An SDMS is designed to handle unstructured data from data systems like a [LIMS](https://www.g2.com/categories/lims) or a [ELN](https://www.g2.com/categories/electronic-lab-notebook-eln). With an SDMS, lab researchers, scientists, analysts, and other lab personnel can better store and search for lab data and knowledge, speed up workflows and approval processes, and optimize collaboration between staff. SDMS can be deployed by any type of laboratory—clinical, research, contract, or pharmaceutical—to achieve and ensure data integrity and regulatory compliance, as well as maintain a single source of truth.

To qualify for inclusion in the Scientific Data Management Systems (SDMS) category, a product must:

- Capture, store, and manage a variety of unstructured data formats
- Analyze stored data and generate reports on lab activities
- Support data import and export
- Support interoperability by interacting with lab instruments, systems, and databases
- Integrate with laboratory information management systems and electronic lab notebooks

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