Benchling Notebook vs LabID

Benchling Notebook is a cloud-based electronic lab notebook for capturing, accessing, and sharing scientific work. It keeps experiments, metadata, collaboration, and analysis together, with search, templates, and schemas for organizing records. Teams can share and co-edit entries using tags, comments, task assignments, and role-based permissions. Entries can link results to samples and experimental data, while the product describes LIMS integration for connecting samples and results. Benchling says the notebook supports 21 CFR Part 11 requirements through audit-ready electronic records and signatures. Listed ecosystem integrations include AWS, Google Cloud Platform, Jupyter, Snowflake, and Titian Mosaic, with instrument connections through Benchling Automation. Developer tools include REST APIs, a Python SDK, webhooks, an application framework, and a Postgres SQL data warehouse. Benchling states that data is encrypted at rest with AES 256-bit encryption and in transit with TLS 1.2 or higher, and that it maintains SOC 2 Type 2 attestation and ISO 27001:2022 certification. The free academic plan includes Notebook and Molecular Biology; industry pricing is customized.

LabID is a platform for research teams to manage lab inventory, electronic lab notes, research data, and metadata. Teams can track and share consumables, equipment, storage locations, and specialized inventory types. Its notebook supports formatted notes with tables and pictures, plus links to protocols and lab items, attachments, comments, and sharing. Notes can be timestamped using RFC 3161-compliant digital timestamps and exported as PDF or static HTML.

For data management, LabID registers raw and derived datasets, records assay metadata, and connects datasets to their originating samples and specimens. Teams can register, version, and share workflows from Git, WorkflowHub, or Galaxy, then track runs and provenance. Integrations include Galaxy, WorkflowHub, Git, S3 storage, and LibreOffice document editing. A CLI and API support automated ingestion and custom data-registration clients. Organizations can self-host LabID and customize inventory models, vocabularies, workflows, and integrations. The free, open-source deployment costs nothing. The EMBL installation is only available under VPN; users outside EMBL can deploy their own instance.