Benchling
Benchling is a cloud-based R&D platform that combines ELN, LIMS, biological registry, and lab automation for biotech and pharmaceutical organizations. It serves 1,300+ customers—including 75% of the top 25 biopharma—and 200,000+ scientists, monetizing via multi-year SaaS subscriptions and reaching $200M ARR in 2024.
- Company typePrivate
- Founded2012
- HeadquartersSan Francisco, United States
- Headcount501–1,000
- GTM typeB2B
- OfferingSoftware
What Benchling does
Benchling is a San Francisco-based cloud software company founded in 2012 that provides a unified R&D platform purpose-built for biotechnology and pharmaceutical organizations. Its platform combines electronic lab notebook (ELN), laboratory information management system (LIMS), biological registry, inventory management, molecular biology tools, and workflow automation in a single biologically-aware data model, with 1,300+ customers and 200,000+ scientists using the system, including 75% of the top 25 biopharma companies. The product portfolio spans Benchling Bioresearch (core R&D workspace), Benchling Bioprocess (process development), Benchling Biologics (antibody R&D with no-code format design), Benchling In Vivo (preclinical study management), Benchling Automation (lab instrument connectivity with 200+ integrations), Benchling Connect, Benchling Insights, and Validated Cloud for regulated environments.
The company's technology architecture is built on structured, entity-aware data capture that links experiments, samples, sequences, and results at the point of record, providing the foundation for its 2026 AI suite: Benchling AI, the "AI Scientist" autonomous agent, Model Hub (hosting AlphaFold, Chai-1, Boltz-2, OpenFold), Benchling Inference (managed GPU capacity via Baseten), and MCP-based AI Connectors integrating with Notion, SharePoint, Snowflake, and major LLM providers. Acquisitions of Overwatch Research (2022), PipeBio (2024), and ReSync Bio (2025) extended capabilities into in vivo, antibody bioinformatics, and AI tooling respectively.
Benchling monetizes primarily through multi-year SaaS subscriptions priced per user license, supplemented by tiered Premier and Enterprise Premier success packages, professional services, certified implementation partners, and a free academic tier that seeds enterprise pipeline. Reported ARR is $200M (2024), with a $6.1B last-disclosed valuation. The company is privately held, headquartered at 680 Folsom St. in San Francisco, and maintains SOC 2 Type 2, ISO 27001, GDPR, and FDA 21 CFR Part 11 compliance.
Benchling firmographics
Firmographics- Name
- Benchling
- Legal name
- Benchling
- Website
- https://benchling.com
- Company type
- Private
- Founded year
- 2012
- Operating status
- Operating
- Headcount range
- 501–1,000 employees
- Short description
- Benchling is a cloud-based R&D platform that combines ELN, LIMS, biological registry, and lab automation for biotech and pharmaceutical organizations. It serves 1,300+ customers—including 75% of the top 25 biopharma—and 200,000+ scientists, monetizing via multi-year SaaS subscriptions and reaching $200M ARR in 2024.
- Ownership category
- akta.pro rank
Benchling industry classification
Industry- Product category
- Biotech R&D Software Platform
- akta.pro primary industry
- Scientific Data Management & Data Platforms (SDMS/Data Lakehouse for R&D) (HLAGAJAC)
- akta.pro secondary industries
- Lab Middleware, Instrument Connectivity & Automation (HLACAMAI), Liquid Handling & Laboratory Automation (Pipettes, Robots, Workstations) (HLAGAIAD)
Keywords
Where Benchling is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Benchling business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- SaaS/Cloud Platform Subscription: Benchling operates as a cloud-based SaaS platform for biotech R&D, providing subscription-based access to its integrated ELN, LIMS, molecular biology tools, and AI capabilities. Enterprise pricing varies by organization size and required features.
- Professional Services & Implementation: Benchling offers professional implementation services, technical advisory, and architecture reviews through Premier Success Packages. These paid services complement the core platform subscription.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | Standard Success Package |
| Subscription | Multi-year contract | Premier Success Package |
| Subscription | Multi-year contract | Enterprise Premier Success Package |
| Freemium | Monthly | Academic Free Plan |
Go-to-market motion2 records
Distribution channels4 records
Marketing channels10 records
Benchling product offering
Product offeringCore offering
Benchling provides a cloud-based R&D platform purpose-built for biotechnology and pharmaceutical research organizations. The platform unifies electronic lab notebook (ELN), laboratory information management system (LIMS), molecular biology design tools, biological registry, inventory management, and workflow automation in a single biologically-aware system. The offering includes AI capabilities, lab automation, and process development tools sold as modular products to enterprise biotech companies, with paid subscription and professional services.
Product overview
Benchling is a cloud-based R&D platform providing a unified, modular architecture for biotech research. The core platform consists of Benchling Bioresearch (digital workspace combining ELN, LIMS, molecular biology tools, registry, and inventory), Benchling Bioprocess (process development for recipe design and batch execution), Benchling AI (unified AI interface with scientific model access and agents), Benchling Biologics (antibody R&D with no-code format design and automated characterization), Benchling In Vivo (in vivo study management), and Benchling Automation (lab instrument connectivity). Supporting modules include Benchling Connect (200+ instrument integrations), Benchling Registry (molecular data management), Benchling Insights (analytics), Model Hub (AI model library), and Benchling Inference (GPU capacity). Acquired brands include PipeBio Antibodies (high-throughput antibody analysis). Solution packages target specific modalities including gene therapy, cell therapy, antibodies, RNA therapeutics, agritech, industrial biotech, and microbial strains. Services include Professional Services, Customer Success, and Learning Labs.
Differentiator
Problem solved
Functional benefit
Brands
- Benchling Bioresearch: Digital workspace for biotech R&D - electronic lab notebook, sample management, and molecular biology tools
- Benchling AI
- Benchling Biologics
- Benchling Bioprocess
- Benchling In Vivo
- Benchling Automation
- Benchling Registry
- Benchling Connect
- PipeBio Antibodies
- Model Hub
- One-Click Ordering
- Benchling Inference
- Validated Cloud
- AI Connectors
Products and services
- Benchling Bioresearch Digital workspace for biotech R&D providing a shared space to design and manage experiments, complex biomolecules, workflows, and results end-to-end. Combines ELN, LIMS, molecular biology tools, biological registry, inventory management, and workflow automation in one platform. Targeted at biotech and pharmaceutical research organizations.
- Benchling Bioprocess End-to-end process development platform for recipe design, experiment planning, batch execution, and analysis. Built with ISA-88/ASM-compatible data models supporting multi-factor experiments, guided batch execution, and data science readiness. Targeted at bioprocess development teams.
- Benchling AI Unified AI interface built directly into the Benchling notebook. Scientists describe what they need and Benchling AI handles it, grounded in their own structured R&D data. Includes access to scientific AI models, agents (Notebook Check, SQL Writer, Data Entry Agent, Deep Research Agent, Experiment Optimization), and chat capabilities. Targeted at biotech R&D scientists.
- Benchling Biologics End-to-end platform for antibody R&D providing no-code antibody format design and automated registration at scale. Features format-aware data model, automated sequence characterization (CDR/FR annotation, germline gene identification, liability detection), and lineage tracking for complex protein formats. Targeted at antibody discovery and protein engineering teams.
- Benchling In Vivo In vivo study management software for managing preclinical studies from study design and animal randomization through data capture, analysis, and reporting. Replaces paper records and fragmented spreadsheets with modern collaborative digital system. Targeted at preclinical research and animal study teams.
- Benchling Automation Lab instrument automation platform that connects lab instruments to scientific records, runs analysis automatically, and feeds every result directly into the next decision. Hardware-agnostic with over 200 instrument connectors and visual workflow design. Targeted at labs seeking to automate data capture and analysis.
- Benchling Registry Comprehensive registry system for modeling, organizing, and recording data for all molecules including biomolecules, small molecules, cell lines, animals, and reagents. Provides molecular lineage tracking, automatic metadata computation (weight, isoelectric point, Log P, TPSA), and uniqueness constraints. Targeted at biotech R&D organizations managing biological entities.
- Benchling Validated Cloud Compliance-focused cloud offering helping teams move faster without compromising compliance. Provides validation and compliance support for tech transfer between R&D phases and assembles regulatory data packages faster. Supports FDA 21 CFR Part 11 compliance with electronic signatures and audit trails. Targeted at regulated biotech and pharmaceutical customers.
- Model Hub Dedicated space within Benchling R&D platform for scientists to discover, run, and track scientific AI models alongside experimental data without requiring separate infrastructure. Features curated model library including AlphaFold 2, Chai-1, Boltz-2, OpenFold 2, and OpenFold 3, with 4x increase in prediction speed through upgraded GPU infrastructure. Targeted at biotech R&D scientists.
- Benchling Inference Scalable GPU capacity service enabling biotech teams to train and run scientific AI models without managing infrastructure. Built on Baseten's inference stack across 15+ cloud providers with 5-10 second cold starts. Targeted at biotech R&D teams needing AI compute capacity.
- PipeBio Antibodies Bioinformatics platform specializing in high-throughput antibody analysis. Handles upstream sequence analysis including NGS and Sanger data processing, clustering candidates, screening liabilities, and developability scoring. Integrated with Benchling Biologics. Targeted at antibody discovery teams.
- Customer Success Expert guidance and support services including product training, advisory services, customer success management, and success packages (Standard, Premier, Enterprise Premier) with varying support levels. Targeted at enterprise biotech and pharmaceutical customers.
- Professional Services Implementation and consulting services covering design and configuration, onboarding and training, integration development, and compliance and validation. Includes support for IQ, OQ, and PQ/UAT requirements. Targeted at enterprise customers deploying Benchling.
- Benchling Learning Labs Flexible on-demand learning platform offering courses and role-specific badges for Benchling users, administrators, developers, and consultants. Includes learning plans and certification programs. Targeted at Benchling customers and partners.
Quantifiable outcome
- 63% reduction in time spent on data capture, search, and collection (Gilead)
- +7 more outcomes
Companies that use Benchling
Customer profileNamed customers20 records
Segments8 records
Ideal customer profiles3 records
Benchling technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration26 records
AI capability11 records
Feature11 records
Benchling partnerships and signals
Strategic signalPartnerships
20 partnerships are on record, tiered core and flagship.
- NVIDIA BioNeMo Agent ToolkitcoreNVIDIA's BioNeMo Agent Toolkit at Bio International Convention transforms LLMs into domain-specific AI agents for end-to-end biology and chemistry workflows. Benchling participates in this ecosystem for AI-driven drug discovery.
- HighRescoreHighRes partnership for Benchling Automation, enabling standardized integrations with workcell robotics. The collaboration solves decades-old infrastructure problems for connecting robots to scientific records.
- AutomatacoreAutomata partnership for Benchling Automation, providing end-to-end lab orchestration capabilities integrated with Benchling's scientific record system.
- CelltriocoreCelltrio partnership for Benchling Automation, providing workcell fleet management integrated with Benchling's instrument connectivity.
- OpentronscoreOpentrons partnership for Benchling Automation, integrating bench liquid handlers into Benchling's scientific record system for automated data capture.
- HamiltoncoreHamilton partnership for Benchling Automation, integrating advanced liquid handling platforms with Benchling's scientific record and workflow automation.
- BasetencoreBenchling and Baseten partnered to launch Benchling Inference, a scalable GPU capacity service enabling biotech teams to train and run scientific AI models without managing infrastructure. Built on Baseten's inference stack across 15+ cloud providers with 5-10 second cold starts.
- Boltz PBCcoreBoltz PBC partnership to expand Benchling's curated model library with specialized scientific AI models accessible within Benchling's workflow.
- Twist BiosciencecoreBenchling integrated with Twist Bioscience for One-Click Ordering, allowing scientists to design experiments, submit DNA/synthesis orders, and receive structured results without leaving the Benchling platform.
- AdaptyvcoreBenchling integrated with Adaptyv for protein engineering services ordering, enabling scientists to design constructs, place orders, and receive structured results directly in the Benchling workflow.
- Ginkgo BioworkscoreBenchling integrated with Ginkgo Bioworks for automated data quality and biological services. Integration creates continuous feedback loop tying orders to experimental context with results flowing back as structured, searchable data.
- Lilly TuneLabcoreBenchling announced strategic collaboration with Lilly TuneLab (Eli Lilly's AI/ML platform) to provide predictive research models to scientists. Lilly makes models trained on over $1 billion in research investment available to Benchling's network of 1,300+ biotech companies for antibodies and small molecules.
- AnthropiccoreBenchling partnered with Anthropic to integrate Claude AI into biotech research through the Claude for Life Sciences Ecosystem. The collaboration enables scientists to utilize AI for data analysis, decision-making, and research workflow automation.
- NVIDIAcoreNVIDIA partnership for AI infrastructure, including integration with NVIDIA BioNeMo models and GPU capacity for Benchling's scientific AI capabilities.
- ReSync BiocoreBenchling acquired ReSync Bio, which provided scientists with no-code access to advanced AI tools through partnerships and open-source tools like Boltz and REINVENT4. ReSync sunset its platform and transitioned customers to Benchling.
- MerckcoreBenchling and Merck collaboration on vaccine bioanalysis, implementing an integrated software platform for bioanalytical workflows focusing on increasing speed, streamlining processes, and maintaining standards in vaccine development.
- ModernaflagshipBenchling and Moderna expanded collaboration to bring hundreds of Moderna scientists onto a unified, AI-ready R&D digital platform. Focus on consolidating research systems, automating scientific workflows, and standardizing data into AI-ready formats as a digital transformation initiative.
- PipeBiocoreBenchling acquired PipeBio, a bioinformatics company specializing in high-throughput antibody analysis. The acquisition integrates PipeBio's capabilities in antibody screening and AI-driven analysis to enhance Benchling's biologics discovery platform for drug discovery and design.
- NovonesiscoreBenchling and Novonesis forged a long-term partnership to power R&D innovation. Novonesis, a major biosolutions company, uses Benchling across 1,500 employees globally to accelerate research.
- Overwatch ResearchcoreBenchling acquired Overwatch Research, a Belfast-based software startup focused on preclinical biopharma research. The acquisition aimed to develop a comprehensive in vivo solution for drug discovery, accelerate preclinical development, and expand Benchling's European presence.
Scale indicators12 records
Recent moves6 records
Expansion highlights7 records
Benchling competitors and assessment
Company assessmentDirect peers
- Dotmatics: Dotmatics provides a scientific R&D data platform spanning ELN, LIMS, and data lakes for life sciences. Both Benchling and Dotmatics are explicitly building in the 'experimental data lake' space for biotech R&D, making them the most direct competitors in the unified R&D informatics category.
- LabWare: LabWare is a long-standing LIMS/ELN provider used by many life sciences organizations. It directly competes with Benchling's Bioresearch and Bioprocess modules, particularly in regulated and process-development environments.
- LabVantage: LabVantage delivers LIMS and laboratory informatics solutions to pharma, biotech, and manufacturing customers. It is a frequent enterprise alternative to Benchling in LIMS-heavy deployments.
- Genedata: Genedata provides scientific informatics platforms for biopharma R&D, including biologics, screening, and bioprocess workflows. Its domain-specialized approach makes it one of the closest direct competitors to Benchling Biologics and Bioprocess.
- Sapio Sciences: Sapio Sciences offers a unified lab informatics platform combining LIMS, ELN, SDMS, and scientific data management. Its platform strategy overlaps directly with Benchling's unified biology-aware approach.
- IDBS (Revvity): IDBS provides ELN and scientific data management software for biopharma R&D, now part of Revvity (formerly PerkinElmer). It competes in the same biological R&D informatics category as Benchling, especially with enterprise biopharma.
- Arxspan (Certara): Arxspan, part of Certara, provides cloud-based electronic lab notebook and scientific data management software. It targets the same biology and chemistry research lab segments as Benchling Bioresearch.
Broad incumbents
- Revvity: Revvity is a large life sciences and diagnostics company with an informatics portfolio (including IDBS). As a broad incumbent, it can bundle informatics with instruments, reagents, and services in ways Benchling cannot match from a pure-software position.
- Thermo Fisher Scientific: Thermo Fisher offers informatics products such as SampleManager and Chromeleon, alongside the industry's broadest lab-instrument portfolio. It competes with Benchling especially in instrument-connected workflows and within large-pharma accounts.
Others
- Veeva Systems: Veeva is a leading cloud platform for life sciences with regulatory, clinical, and quality solutions. While not a direct R&D informatics competitor, it shares the same strategic customer base (top biopharma) and competes for cloud-platform mindshare inside biotech IT.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
Benchling social profiles
Digital presenceBenchling compliance and trust
Trust signalCompliance5 records
Benchling financial estimates
Financial estimateRevenue estimate
Valuation estimate
Benchling leadership team
Management profileNumber of profiles
Profiles18 records
Benchling subsidiaries and ownership
Company hierarchySubsidiaries3 records
Benchling funding detail
Funding detailFunding overview
Funding rounds8 records
Investors22 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Benchling M&A and investment
M&A and investmentM&A3 records
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Benchling
What does Benchling do?
Benchling provides a cloud-based R&D platform purpose-built for biotechnology and pharmaceutical research organizations. The platform unifies electronic lab notebook (ELN), laboratory information management system (LIMS), molecular biology design tools, biological registry, inventory management, and workflow automation in a single biologically-aware system. The offering includes AI capabilities, lab automation, and process development tools sold as modular products to enterprise biotech companies, with paid subscription and professional services.
Is Benchling a public or private company?
Benchling is a private company. It is classified as venture growth investor backed and is currently operating.
When was Benchling founded?
Benchling was founded in 2012. It employs 501 to 1,000 people.
Where is Benchling based?
Benchling is headquartered in San Francisco, United States, in the North America region.
How does Benchling make money?
Two revenue lines are on record. SaaS/Cloud Platform Subscription is the primary driver. The others are professional Services & Implementation.
Who are Benchling's main competitors?
Direct peers on record are Dotmatics, LabWare, LabVantage, Genedata, Sapio Sciences, IDBS (Revvity) and Arxspan (Certara). Broad incumbents are Revvity and Thermo Fisher Scientific. Veeva Systems is listed as an others.
Does Benchling have an API?
Yes. Benchling's REST APIs and Events make it the hub of a connected R&D ecosystem, enabling easy connection of data with best-in-class instruments, software, and out-of-the-box integrations. The API supports SQL data warehouse access for structured data queries including entity metadata, assay results, and workflow tasks. Python support is available for Custom Code within Benchling. Benchling also supports Model Context Protocol (MCP) for connecting AI tools and data systems. Developer documentation is at docs.benchling.com/docs/developer-platform-overview.
What industry is Benchling in?
Benchling's product category is Biotech R&D Software Platform. Its primary akta.pro industry code is HLAGAJAC, Scientific Data Management & Data Platforms (SDMS/Data Lakehouse for R&D), with a secondary code of HLACAMAI, Lab Middleware, Instrument Connectivity & Automation.