# Cortex vs Massdriver

| Attribute | Cortex | Massdriver |
|---|---|---|
| **vioscaleAI score** | 47.1 (56% (medium)) | 44.5 (41% (low)) |
| content.faq | `[{"answer":"A platform for building and managing AI software factories, with focus on production AI operations and governance. It is indexed under Internal Developer Platforms.","source":"https://www.cortex.io","question":"What is Cortex?","confidence":0.6},{"answer":"Cortex does not publish its prices. Pricing is quoted on request, so the figure depends on your seat count and requirements. We record this as a pricing-transparency signal rather than guessing a number. Pricing changes often, so verify at source before relying on it.","source":"https://www.cortex.io/pricing","question":"How much does Cortex cost?","confidence":0.6},{"answer":"We have confirmed browser-based access to Cortex. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://www.cortex.io/pricing","question":"What platforms does Cortex support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Cortex, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://www.cortex.io/pricing","question":"Can Cortex be self-hosted?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 and ISO 27001 for Cortex. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Cortex not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.cortex.io/security","question":"What security certifications does Cortex have?","confidence":0.48}]` | `[{"answer":"A visual platform enabling infrastructure teams to package cloud infrastructure into self-service developer offerings while maintaining compliance, security, and governance standards across the organization. It is indexed under Internal Developer Platforms.","source":"https://www.massdriver.cloud/pricing","question":"What is Massdriver?","confidence":0.6},{"answer":"Massdriver offers a free tier, so you can start without paying. Paid plans start at $999 per month. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://www.massdriver.cloud/pricing","question":"Is Massdriver free?","confidence":0.6},{"answer":"Massdriver supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://www.massdriver.cloud/pricing","question":"What platforms does Massdriver support?","confidence":0.6},{"answer":"Yes. Massdriver can be deployed cloud / SaaS, on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.massdriver.cloud/pricing","question":"Can Massdriver be self-hosted?","confidence":0.6},{"answer":"We have confirmed 12 integrations for Massdriver, including AWS, Azure, GCP, Kubernetes, Terraform, OpenTofu, Helm and GitHub Actions, plus 4 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.massdriver.cloud/pricing","question":"What does Massdriver integrate with?","confidence":0.6},{"answer":"We have independently confirmed GDPR for Massdriver. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Massdriver not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.massdriver.cloud/security","question":"What security certifications does Massdriver have?","confidence":0.7},{"answer":"Massdriver is available worldwide. The vendor is headquartered in the United States.","source":"https://www.massdriver.cloud/pricing","question":"Where is Massdriver available?","confidence":0.75}]` |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"self_hosted":true}` |
| description.long | Platform that helps engineering teams manage AI agents, enforce development standards, maintain compliance, and provide self-service golden paths for developers and automated systems to ship faster with less risk | A visual platform enabling infrastructure teams to package cloud infrastructure into self-service developer offerings while maintaining compliance, security, and governance standards across the organization. |
| features.capabilities | `{"hosting":"cloud","rbac_sso":true,"api_access":true,"scorecards":true,"scaffolding":true,"provisioning":true,"platform_shape":"portal","plugin_ecosystem":true,"software_catalog":true,"integration_breadth":"Cloud platforms, CI/CD, security tools, observability platforms, ticketing syste","self_service_actions":true}` | `{"hosting":"both","rbac_sso":true,"tech_docs":true,"api_access":true,"scaffolding":true,"provisioning":true,"platform_shape":"both","plugin_ecosystem":true,"software_catalog":true,"integration_breadth":"Cloud providers (AWS, Azure, GCP), Kubernetes orchestration, Infrastructure-as-C","self_service_actions":true,"workload_abstraction":true}` |
| integrations.count | 50 | 6 |
| integrations.list | `[{"name":"Datadog"},{"name":"Backstage"},{"name":"GitHub"},{"name":"GitLab"},{"name":"Slack"},{"name":"Jira"},{"name":"AWS"},{"name":"Kubernetes"},{"name":"Okta"},{"name":"ServiceNow"},{"name":"Grafana"},{"name":"New Relic"},{"name":"Jenkins"},{"name":"ArgoCD"},{"name":"CircleCI"},{"name":"Prometheus"},{"name":"Snyk"},{"name":"Semgrep"},{"name":"SonarQube"},{"name":"Azure Active Directory"},{"name":"Entra ID"},{"name":"Microsoft Teams"},{"name":"Checkmarx"},{"name":"Veracode"},{"name":"Wiz"},{"name":"FireHydrant"},{"name":"Incident.io"},{"name":"OpsGenie"},{"name":"Rootly"},{"name":"Azure Resources"},{"name":"Google Cloud"},{"name":"Humanitec"},{"name":"Coralogix"},{"name":"Dynatrace"},{"name":"Instana"},{"name":"Rollbar"},{"name":"Sentry"},{"name":"Splunk Observability Cloud"},{"name":"Sumo Logic"},{"name":"BambooHR"},{"name":"ClickUp"},{"name":"Workday"},{"name":"LaunchDarkly"},{"name":"Apiiro"},{"name":"Codecov"},{"name":"Mend"},{"name":"ServiceNow Cloud Observability"},{"name":"Syntasso Kratix Enterprise"},{"name":"Google Observability Cloud"}]` | `[{"name":"AWS"},{"name":"Azure"},{"name":"GCP"},{"name":"Kubernetes"},{"name":"Terraform"},{"name":"OpenTofu"},{"name":"Helm"},{"name":"Azure Bicep"},{"name":"GitHub Actions"},{"name":"AWS Marketplace"},{"name":"Azure Marketplace"},{"name":"Google Cloud Platform","native":true,"category":"cloud"},{"name":"OpenTelemetry","native":true,"category":"observability"},{"name":"Slack","native":true,"category":"communication"},{"name":"Claude Code","native":true,"category":"ai"}]` |
| market.availability | - | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"quote","summary":"Custom per-seat pricing. Contact sales for a quote.","sourceUrl":"https://www.cortex.io/pricing","retrievedAt":"2026-10-07T13:53:28.352Z"}` | `{"type":"subscription","plans":[{"free":false,"name":"Business","summary":"$999/month per 15 seats, billed annually","features":["Support via private Slack channel","Unlimited projects and cloud accounts","AWS, Azure, GCP, Kubernetes support","Secrets management and RBAC","Audit logs and deployment history","Integrated monitoring and alerting","Preview environments"],"minSeats":15,"commitment":"annual","components":[{"kind":"fixed","amount":999,"period":"month","currency":"USD"}],"description":"Built for scale","contactSales":false},{"free":false,"name":"Enterprise","summary":"Custom pricing with dedicated support","features":["Custom onboarding and training","Self-hosted and on-premise support","Dedicated CSM and custom SLAs","Custom integrations and provisioners"],"description":"Designed for complex orgs","contactSales":true}],"summary":"Starting at $999/month per 15 seats (annual billing). Free trial available.","currency":"USD","freeTier":true,"sourceUrl":"https://www.massdriver.cloud/pricing","retrievedAt":"2026-09-04T11:04:10.692Z","startingPrice":{"amount":999,"period":"month","currency":"USD"},"billingPeriods":["month","year"]}` |
| pricing.free_tier | no | no |
| pricing.model | quote | commercial |
| pricing.price_level | unknown | unknown |
| pricing.starting_price | - | `{"amount":999,"currency":"USD"}` |
| pricing.transparent | no | no |
| reliability.status_page | yes | yes |
| security.certifications | `[{"name":"SOC 2 Type II","status":"active"},{"name":"ISO/IEC 27001:2022","status":"active"}]` | - |
| security.disclosure_policy | yes | - |
| security.gdpr | yes | yes |
| security.iso27001 | yes | - |
| security.soc2 | yes | - |
| security.trust_center | https://www.cortex.io/solutions/compliance-audits | https://www.massdriver.cloud/security |

## Capabilities (Internal Developer Platforms)

| Capability | Cortex | Massdriver |
|---|:--:|:--:|
| **Core** |  |  |
| Portal vs orchestrator | Portal | Both |
| Software / service catalog | ✓ | ✓ |
| Self-service actions / golden paths | ✓ | ✓ |
| Templated service scaffolding | ✓ | ✓ |
| **Governance** |  |  |
| Production-readiness scorecards | ✓ | - |
| **Orchestration** |  |  |
| Workload spec / infra abstraction | - | ✓ |
| Drives infra provisioning | ✓ | ✓ |
| **Extensibility** |  |  |
| Plugin / extension ecosystem | ✓ | ✓ |
| Public API / webhooks | ✓ | ✓ |
| **Integration** |  |  |
| Cloud/CI/K8s/observability breadth | Cloud platforms, CI/CD, security tools, observability platforms, ticketing syste | Cloud providers (AWS, Azure, GCP), Kubernetes orchestration, Infrastructure-as-C |
| **Security** |  |  |
| RBAC + SSO/SAML/SCIM | ✓ | ✓ |
| **Docs** |  |  |
| Integrated tech docs | - | ✓ |
| **Deployment** |  |  |
| Hosting | Cloud only | Cloud + self-hosted |

*Source: vioscaleAI. Generated 2026-10-16T07:13:26.750Z. "-" = undocumented, not absent.*