# Benchling vs Dotmatics

**Leader by Vioscale score:** Benchling

| Attribute | Benchling | Dotmatics |
|---|---|---|
| **Vioscale score** | 44.4 (60% (medium)) | 39.3 (24% (low)) |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"on_prem":true,"self_hosted":true}` |
| description.long | A cloud-based software platform designed for biotech R&D that centralizes experimental data, automates workflows, and integrates AI agents to help scientists design experiments, capture results, and build on findings across the research lifecycle. | A cloud and on-premise R&D data management platform with electronic lab notebook (ELN) capabilities, designed to integrate scientific instruments, automate workflows, and enable AI-driven analysis for life science organizations. |
| features.capabilities | `{"iso_27001":true,"soc2_type_ii":true,"pricing_model":"enterprise_deployment_quote","deployment_model":"cloud_web_app","fda_21_cfr_part_11_gxp_compliance":true,"hipaa_baas_business_associate_agreement":false,"clinical_pathology_and_hl7_ehr_reporting":false,"manufacturing_qa_qc_batch_release_testing":true,"biotech_rd_and_electronic_lab_notebook_eln":true,"bioinformatics_dna_crispr_sequence_analysis":true,"chemical_reagent_inventory_and_sds_tracking":true,"barcode_and_rfid_sample_tracking_chain_of_custody":false,"physical_equipment_maintenance_and_calibration_logging":true}` | `{"pricing_model":"enterprise_deployment_quote","fda_21_cfr_part_11_gxp_compliance":true,"clinical_pathology_and_hl7_ehr_reporting":true,"manufacturing_qa_qc_batch_release_testing":true,"biotech_rd_and_electronic_lab_notebook_eln":true,"bioinformatics_dna_crispr_sequence_analysis":true,"chemical_reagent_inventory_and_sds_tracking":true,"barcode_and_rfid_sample_tracking_chain_of_custody":true,"physical_equipment_maintenance_and_calibration_logging":true}` |
| integrations.count | 13 | 100 |
| integrations.list | `[{"name":"SharePoint"},{"name":"Snowflake"},{"name":"Notion"},{"name":"Elicit"},{"name":"GXL"},{"name":"Amazon S3"},{"name":"Nextflow"},{"name":"JMP"},{"name":"Pluto"},{"name":"OpenAI"},{"name":"Anthropic"},{"name":"Amazon Bedrock"},{"name":"Google Vertex AI"}]` | `[{"name":"OMIQ"},{"name":"Geneious"},{"name":"Prism"},{"name":"FlowJo"},{"name":"BioTek Lionheart FX"},{"name":"BioTek Lionheart LX"},{"name":"BioTek BioSpa"},{"name":"BD Biosciences Moflo Astrios"},{"name":"BMG LABTECH CLARIOstar"},{"name":"Tecan Infinite"},{"name":"Hamilton Microlab STAR"},{"name":"Agilent CFX"},{"name":"Unchained Labs 2747"},{"name":"AWS"},{"name":"Databricks"},{"name":"Datadog"},{"name":"Apache NiFi"}]` |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"web":true}` | `{"web":true}` |
| pricing | `{"type":"quote","summary":"Custom enterprise solutions; contact sales for pricing","freeTier":false,"sourceUrl":"https://www.benchling.com/pricing","retrievedAt":"2026-08-21T16:44:23.442Z"}` | `{"type":"quote","summary":"Custom pricing based on requirements (number of products, seats, license length)","freeTier":false,"sourceUrl":"https://www.dotmatics.com","retrievedAt":"2026-08-21T16:41:15.273Z"}` |
| pricing.free_tier | no | no |
| pricing.model | quote | quote |
| pricing.price_level | unknown | unknown |
| pricing.transparent | no | no |
| reliability.sla_pct | 99.99 | - |
| security.gdpr | - | yes |
| security.iso27001 | yes | - |
| security.soc2 | yes | - |

## Capabilities (Lab Information Systems)

| Capability | Benchling | Dotmatics |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Deployment model | Cloud web app | - |
| Barcode and rfid sample tracking chain of custody | ✗ | ✓ |
| Biotech rd and electronic lab notebook eln | ✓ | ✓ |
| Clinical pathology and HL7 EHR reporting | ✗ | ✓ |
| Manufacturing qa qc batch release testing | ✓ | ✓ |
| Fda 21 cfr part 11 gxp compliance | ✓ | ✓ |
| Physical equipment maintenance and calibration logging | ✓ | ✓ |
| Chemical reagent inventory and sds tracking | ✓ | ✓ |
| Bioinformatics dna crispr sequence analysis | ✓ | ✓ |
| HIPAA baas business associate agreement | ✗ | - |
| SOC2 type ii | ✓ | - |
| ISO 27001 | ✓ | - |
| Pricing model | Enterprise deployment quote | Enterprise deployment quote |

*Source: Vioscale. Generated 2026-09-01T17:20:09.590Z. "-" = undocumented, not absent.*