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Electronic Lab Notebooks - for prospective users

Information for researchers who are interested in adopting an Electronic Lab Notebook system for documenting research and managing data.

Further information on research data management can be found on the main University website.
Please also feel free to register and participate in the ELN Discussion Forum.


What is an Electronic Lab Notebook, and why should I use one?

An ELN is a software system for documenting your research work. In its most basic form it might simply provide a word-processor-like interface to replicate the way you currently use a paper notebook, but with additional benefits such as shareability, searchability, password protection and backup. Many ELN packages offer a wealth of other features too, enabling data management, collaboration, integration with other software, laboratory information management (LIMS) and many more. However, the complexity of these products, and their different designs and feature sets, and the level of commitment they demand, can make the task of choosing a product difficult.

In July/August 2017, following a meeting earlier in the year ('Paperless research solutions - Electronic Lab Notebooks'), a working group in the University of Cambridge coordinated a trial of (life sciences) ELN products to explore the possibility of deployment or recommendation of a product for use at campus, school or departmental level. The results suggested that, because of the diversity of researchers' interests, requirements and preferences even within a single department, none of the four products we trialled would satisfy all users. Therefore, rather than recommending any particular product(s) over and above the rest, this document seeks to provide guidance that might help you to identify a product that is well-suited to your workflows, preferences and environment. A selection of current ELN products is included at the bottom of the page.


A note about DIY documentation systems

Many individuals and groups are successfully using combinations of readily-available and well-established productivity tools (e.g. EvernoteOneNoteDropboxOneDrive) to operate systems that provide most of the core features of a 'real' electronic lab notebook. It's an attractive, economical and low-impact option utilising software tools that are already familiar to most users, but it requires a disciplined and well-organised approach, and, since the products are not designed with ELN applications in mind, users may be inconvenienced by unfriendly software updates.



A Laboratory Information Management System (LIMS) is a database system for management of a lab's research resources - e.g. freezer stocks & samples, reagents etc, often including procurement and ordering features. Its basic function is therefore distinct from that of an Electronic Lab Notebook, but it's not unusual for features to overlap, in areas like protocol management, for example. Many ELN products have started life and developed as an integral part of a LIMS, and then branched into a separate product, and in some cases the LIMS heritage is still  apparent in the ELN's complex and very 'database-like' interface. If you're attracted to LIMS functionality as well as an ELN, consider carefully whether you'd prefer the convenience of a single, large and complex product that will do everything, or a pair of products that might offer clearer focus and more streamlined interfaces.


Disengagement - what if I want to change systems?

One of the most substantial obstacles to uptake of any ELN product is anxiety about the pain of disengagement if the software becomes unsuitable at any point in the future. Almost all ELN vendors provide an export feature, offering at least PDF output, and it's worth considering the value of that PDF file (compared to a paper notebook for example): it is searchable, shareable, and can be secured and duplicated - all of the basic benefits of a documentation system are satisfied. Although the old records in PDF format might not be ingested easily into a new system, they will always remain a useful electronic archive even after you start afresh using new software. Indeed, it would be good practice for all ELN users, irrespective of their level of contentment with their software, to make monthly PDF exports and to store these in multiple locations.


Which ELN would be best for me/my group?

A few basic questions might help to define your needs and filter the choices:

Do you have a budget? Most commercial ELN vendors offer a free cloud-based service for individual users, but check carefully for limitations (e.g. storage capacity) that might eventually require you to upgrade to a paid plan, inevitably after you've ingested a lot of data and invested a lot of effort in building your documentation system. 

Will you be using this software independently, or as a group? There are some very useful, self-contained and cheap packages available for individual users who don't need all the bells and whistles of a full ELN system.

Are you looking for to deploy at departmental/institutional level? If a site-wide deployment of a single product is essential, then you may have to acknowledge that, sadly, you probably won't please everyone. Rather than striving to provide the most comprehensive feature-set possible, your institution may be better served with a basic set of 'core' functions that are more universally relevant.

Do you need supervisor features, like a 'dashboard' overview of your group's activity, or commenting/discussion functions? 

Do you need multi-OS compatibility? Some packages are single-platform; some are multi-platform; some are browser-based and therefore platform-agnostic (but may not be completely compatible with all browsers).

Do you need multi-device compatibility (e.g. desktop/laptop/tablet/phone)? Many people require to create or update records 'live' on the bench or other experimental areas, as well as on other devices inside and outside of the lab. Others prefer to continue to scribble hand-written notes and then transcribe into a tidier, more organised record on a single computer later. Note that some vendors may charge additional fees for apps to run their software on different device types.

Does your funding agreement require specific data security/compliance measures? Some funding agencies require all data to be securely stored, in a geographic location that ensures compliance with local data protection regulations (e.g. GDPR). Some ELN systems, however, are designed to store content and data only in their own servers (i.e. in 'the Cloud'). Large groups/departments may be able to negotiate bespoke local installations that are fully compliant, but if you are a small group without sufficient negotiating power, you may need to seek guidance/approval from your funding agency, or restrict your choice of ELN products to those that permit local storage.


Evaluating the product

When experimenting with the software, consider the following list of functions and features 

  • Interface design. Do you like the ‘look and feel’ of the software? Is it easy and intuitive to use? Does it seem efficient and well-designed?
  • Workflow suitability. Does the software enable you to describe your normal working methods well? Does it suit your experiments?
  • Content creation tools. Test all the writing and drawing tools, annotation features etc. Does the software support markup language, mathematical equations, chemical structures etc?
  • Data management/storageAre you able to upload files of typical type/format/size? If there is a file-size limit, how are larger files handled?Can you upload multiple files at the same time? Do you like how the software stores/presents the catalogue of uploaded files? Does the file handling seem fast enough? How is your data backed up?
  • Integration with other software and/or cloud services. Some ELN products offer integration with Office applications, charting software, data repositories etc. Do these features seem well designed and useful to you?
  • Collaboration features. Are you able to share resources/comments with members of your group? Can you invite people outside of your group to view or contribute to your ELN?
  • PI/supervisor features. Does the platform provide adequate oversight of your group's activities, and tools for you to provide feedback? Can you control levels of access to resources for your group members?
  • Export features. Can you export pages/experiments/data in a format that’s useful? Can you export the entire notebook in PDF or other formats?


Some current ELN products





Benchling Individual, Group Browser Vendor cloud Free, user-friendly, self-contained, Molecular Biology bias.
Biovia Group, Department Macintosh, Windows Vendor cloud or local server Basic but robust feature set and workflow, strong in compliance, deployed campus-wide at some institutions.
Docollab Individual, Group Browser Vendor cloud Basic feature set with simple, modern interface.
e-Notebook Group, Department Windows Local server Complex, Chemistry/Pharma bias.
e-Workbook Group, Department Browser Vendor cloud Strong inventory management, Chemistry/Pharma bias.
eLabFTW Group, Department Browser Local server Free, Open Source, requires local server (Docker containers recommended). Community-driven development, sponsored by Institut Curie.
eLABJournal Individual, Group, Department Browser Vendor cloud, private cloud, or local server Comprehensive product with strong inventory management integration
Findings Individual Macintosh, iOS  Local HD, Dropbox sync Simple, attractive interface, good synchronisation with Apple devices.
Hivebench Individual, Group, Department Browser, Macintosh, iOS Vendor cloud or local server New product - pilot deployment in one Cambridge research group has been a positive experience.
LabArchives Individual, Group, Department Browser, iOS, Android Vendor cloud Comprehensive features including Graphpad Prism integration. [Trial comments (Cambridge only)]
LabCloud Group, Department Browser Vendor cloud or local server Free product, includes inventory management with procurement (and advertising) built-in.
LabCollector Group, Department Macintosh, Windows, Linux Vendor cloud or local server LIMS with ELN functionality bolted-on. 
Labfolder Individual, Group, Department Browser Vendor cloud or local server Fully-featured product with good 3rd-party integrations.
LabGuru Group, Department Browser Amazon Web Services Fully-featured and attractive design, but strong LIMS functionality complicates the interface and operation.
Labii Individual, Group, Department Browser Amazon Web Services Attractive, simple interface with good security/compliance features, voice recognition and bioinformatics service.
LabTrove Group, Department Browser Local Linux server only Free for local installation; will probably require a local system administrator.
Mbook Individual, Group, Department Browser Vendor cloud/AWS or local server Organic chemistry notebook with built-in messaging
Open Science Framework Individual, Group Browser 3rd party cloud (various options) Free, open source, single interface and workflow that integrates many other popular software tools and services, good for collaborations and Open Science. [Trial comments (Cambridge only)]
OpenLab Group, Department Browser Vendor cloud or local server Desktop version looks dated compared to its iOS app sibling. Includes voice recognition.
Quiver Individual Macintosh Local HD, Dropbox sync Not an ELN,  but a very popular notebook for programmers and useful for bioinformaticians. iOS app available, but functionality limited.
REDCap Group, Department Browser Local web server Not a mainstream ELN, but a widely-used, popular and adaptable tool for gathering & managing clinical/trials/questionnaire data.
RSpace Individual, Group, Department Browser Vendor cloud Free (community edition); fully-featured with many useful 3rd party integrations (e.g. Slack); exports all data in original file formats. [Trial comments (Cambridge only)] Spawned from eCat, which still remains as an inventory management system
SciNote Individual, Group, Department Browser Vendor cloud or local server Not long established and the product is still evolving rapidly. Attractive interface, includes useful non-linear experimental design feature. [Trial comments (Cambridge only)]
Signals Group, Department Browser Amazon Web Services Universally-relevant features, but pitched as a Chemistry notebook.
SLIMS Group, Department Browser Vendor cloud or local server Predominantly a LIMS, but with ELN functionality built-in. Includes R scripting.

Table last updated: 9th Jan 2018 by ad327.
If you are aware of any errors or omissions in the above list, please feel free to send corrections to .


Appendix 1 - Comments received in the 2017 trial  (129KB PDF, Cambridge only) 

Appendix 2 - marketing/training material produced for the 2017 trial:

rSpace: Presentation Training
LabArchives: Presentation Training
sciNote: Presentation Training
Open Science Framework: Presentation Training