# Baseten vs Google Cloud Vertex AI

**Leader by vioscaleAI score:** Baseten

| Attribute | Baseten | Google Cloud Vertex AI |
|---|---|---|
| **vioscaleAI score** | 77.3 (72% (medium)) | 41.9 (11% (low)) |
| content.faq | `[{"answer":"An infrastructure platform that handles serving, optimizing, and scaling machine learning models across multiple clouds. Offers both managed cloud and self-hosted deployment options with built-in performance tuning, autoscaling, and 99.99% uptime reliability. It is indexed under MLOps & LLMOps Tools.","source":"https://www.baseten.co/pricing/","question":"What is Baseten?","confidence":0.6},{"answer":"Baseten does not publish its prices. Pricing is quoted on request, across 3 plans (Basic, Pro and Enterprise), 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.baseten.co/pricing/","question":"How much does Baseten cost?","confidence":0.6},{"answer":"Baseten 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.baseten.co/pricing/","question":"What platforms does Baseten support?","confidence":0.6},{"answer":"Yes. Baseten can be deployed cloud / SaaS, hybrid and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.baseten.co/pricing/","question":"Can Baseten be self-hosted?","confidence":0.6},{"answer":"We have confirmed 4 integrations for Baseten, including Plotly, OpenAI-compatible endpoint, Truss and SageMaker. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.baseten.co/pricing/","question":"What does Baseten integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, HIPAA and GDPR for Baseten. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Baseten not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.baseten.co/resources/changelog/compliance-policy-visibility/","question":"What security certifications does Baseten have?","confidence":0.7},{"answer":"Baseten is available worldwide. The vendor is headquartered in the United States.","source":"https://www.baseten.co/pricing/","question":"Where is Baseten available?","confidence":0.75}]` | `[{"answer":"A comprehensive platform that enables developers to create, deploy, and optimize AI agents that automate enterprise workflows and business processes. It is indexed under Inference Providers.","source":"https://cloud.google.com/vertex-ai","question":"What is Google Cloud Vertex AI?","confidence":0.6},{"answer":"Google Cloud Vertex AI offers a free tier, so you can start without paying. Pricing changes often, so verify at source before relying on it.","source":"https://cloud.google.com/vertex-ai","question":"Is Google Cloud Vertex AI free?","confidence":0.6},{"answer":"Google Cloud Vertex AI supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://cloud.google.com/vertex-ai","question":"What platforms does Google Cloud Vertex AI support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Google Cloud Vertex AI, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://cloud.google.com/vertex-ai","question":"Can Google Cloud Vertex AI be self-hosted?","confidence":0.6},{"answer":"Google Cloud Vertex AI is available worldwide. Its primary market is the United States.","source":"https://cloud.google.com/vertex-ai","question":"Where is Google Cloud Vertex AI available?","confidence":0.5}]` |
| deployment.options | `{"cloud":true,"hybrid":true,"on_prem":true,"self_hosted":true}` | `{"cloud":true}` |
| description.long | An infrastructure platform that handles serving, optimizing, and scaling machine learning models across multiple clouds. Offers both managed cloud and self-hosted deployment options with built-in performance tuning, autoscaling, and 99.99% uptime reliability. | A comprehensive platform that enables developers to create, deploy, and optimize AI agents that automate enterprise workflows and business processes. |
| features.capabilities | `{"role":"serving","evaluation":false,"soc2_type_ii":true,"compute_model":"dedicated_gpu_instance","managed_cloud":true,"model_serving":true,"pricing_model":"per_million_tokens","self_hostable":true,"multi_provider":true,"vpc_deployment":true,"otel_compatible":false,"llm_observability":true,"prompt_management":false,"framework_agnostic":true,"experiment_tracking":true,"openai_compatible_rest_api_schema":true,"bring_your_own_weights_byow_hosting":true,"dynamic_batching_and_kv_cache_management":true,"massive_context_window_support_100k_plus":true,"hipaa_baa_compliance_for_medical_inference":true,"multimodal_vision_and_audio_in_out_support":true,"native_function_calling_and_strict_json_mode":true}` | `{"compute_model":"multi_tenant_hybrid","pricing_model":"per_compute_hour"}` |
| integrations.count | 6 | 2 |
| integrations.list | `[{"name":"Plotly"},{"name":"OpenAI-compatible endpoint"},{"name":"Truss"},{"name":"SageMaker","native":true,"category":"model_management","direction":"inbound"},{"name":"ComfyUI","native":true,"direction":"inbound"},{"name":"Exa","native":true,"category":"search","direction":"inbound"},{"name":"Keenable","native":true,"category":"search","direction":"inbound"},{"name":"Parallel","native":true,"category":"search","direction":"inbound"},{"name":"You.com","native":true,"category":"search","direction":"inbound"}]` | `[{"name":"Dataverse"},{"name":"Integration Connectors API"}]` |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"usage","plans":[{"free":true,"name":"Basic","summary":"Free tier, pay as you go","features":["Dedicated deployments","Model APIs","Training","Fast cold starts","SOC 2 Type II and HIPAA compliant","Email and in-app chat support"],"description":"Pay-as-you-go model deployment and inference","contactSales":false},{"free":false,"name":"Pro","features":["Priority access to high-demand GPUs","Dedicated compute","Higher Model API rate limits","Hands-on engineering expertise","Dedicated support on Slack and Zoom","Volume discounts available"],"description":"Priority compute access with dedicated support","contactSales":true},{"free":false,"name":"Enterprise","features":["Custom SLAs","Self-host deployments","On-demand flex compute","Use existing cloud commitments","Full control over data residency","Advanced security and compliance","Custom global regions","Advanced RBAC with Teams","Your VPC"],"description":"Full control with self-hosted and custom SLA options","contactSales":true}],"summary":"Pay-as-you-go model inference starting free. Model API pricing from $0.10–$4.40 per 1M tokens. GPU instances from $0.00058–$0.16633 per hour.","currency":"USD","freeTier":true,"sourceUrl":"https://www.baseten.co/pricing/","retrievedAt":"2026-09-06T16:25:08.127Z"}` | `{"type":"usage","summary":"Pay for Agent Platform tools, storage, compute and Cloud resources used. New customers receive $300 free credits.","currency":"USD","sourceUrl":"https://cloud.google.com/vertex-ai","retrievedAt":"2026-09-06T16:14:57.508Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | commercial |
| pricing.price_level | low | unknown |
| pricing.transparent | yes | no |
| reliability.sla_pct | 99.99 | - |
| reliability.status_page | yes | - |
| security.certifications | `[{"name":"SOC 2 Type II","level":"Type II","status":"active"},{"name":"HIPAA","status":"active"}]` | - |
| security.disclosure_policy | yes | - |
| security.gdpr | yes | - |
| security.hipaa | yes | - |
| security.pci | yes | - |
| security.soc2 | yes | - |
| security.trust_center | https://www.baseten.co/resources/changelog/compliance-policy-visibility/ | - |

## Capabilities (Inference Providers)

| Capability | Baseten | Google Cloud Vertex AI |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Compute model | Dedicated GPU instance | Multi tenant hybrid |
| Zero data retention training opt out enterprise | - | - |
| Openai compatible rest API schema | ✓ | - |
| Native function calling and strict json mode | ✓ | - |
| Multimodal vision and audio in out support | ✓ | - |
| Streaming server sent events sse token yield | - | - |
| Massive context window support 100k plus | ✓ | - |
| Lpu or custom silicon for extreme low latency | - | - |
| Bring your own weights byow hosting | ✓ | - |
| Dynamic batching and kv cache management | ✓ | - |
| SOC2 type ii | ✓ | - |
| HIPAA baa compliance for medical inference | ✓ | - |
| Pricing model | Per million tokens | Per compute hour |

*Source: vioscaleAI. Generated 2026-10-16T03:51:24.404Z. "-" = undocumented, not absent.*