# Google Cloud Vertex AI vs Together AI

**Leader by vioscaleAI score:** Together AI

| Attribute | Google Cloud Vertex AI | Together AI |
|---|---|---|
| **vioscaleAI score** | 41.9 (11% (low)) | 76.7 (59% (medium)) |
| content.faq | `[{"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}]` | `[{"answer":"A cloud platform enabling developers to deploy, fine-tune, and run open-source AI models with optimized inference, serverless scaling, and dedicated computing resources. It is indexed under MLOps & LLMOps Tools.","source":"https://www.together.ai/blog/august-2023-pricing-update","question":"What is Together AI?","confidence":0.6},{"answer":"Together AI offers a free tier, so you can start without paying. Paid plans start at $0.00. 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.together.ai/blog/august-2023-pricing-update","question":"Is Together AI free?","confidence":0.6},{"answer":"Together 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://www.together.ai/blog/august-2023-pricing-update","question":"What platforms does Together AI support?","confidence":0.6},{"answer":"Yes. Together AI can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.together.ai/blog/august-2023-pricing-update","question":"Can Together AI be self-hosted?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001 and GDPR for Together AI. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Together AI not holding them. Always confirm compliance directly before you rely on it.","source":"https://trust.together.ai","question":"What security certifications does Together AI have?","confidence":0.7},{"answer":"Together AI is available worldwide. Its primary market is the United States.","source":"https://www.together.ai/blog/august-2023-pricing-update","question":"Where is Together AI available?","confidence":0.5}]` |
| deployment.options | `{"cloud":true}` | `{"cloud":true}` |
| description.long | A comprehensive platform that enables developers to create, deploy, and optimize AI agents that automate enterprise workflows and business processes. | Together AI provides cloud infrastructure for deploying, fine-tuning, and training open-source AI models. It offers flexible deployment options including serverless inference, batch processing, reserved throughput, and dedicated GPU instances with optimized performance and cost efficiency. |
| features.capabilities | `{"compute_model":"multi_tenant_hybrid","pricing_model":"per_compute_hour"}` | `{"role":"platform","evaluation":true,"soc2_type_ii":false,"compute_model":"multi_tenant_hybrid","managed_cloud":true,"model_serving":true,"pricing_model":"per_million_tokens","self_hostable":false,"multi_provider":true,"vpc_deployment":true,"otel_compatible":false,"no_train_on_data":"yes","llm_observability":false,"prompt_management":false,"framework_agnostic":true,"experiment_tracking":false,"openai_compatible_rest_api_schema":true,"bring_your_own_weights_byow_hosting":true,"dynamic_batching_and_kv_cache_management":false,"massive_context_window_support_100k_plus":true,"hipaa_baa_compliance_for_medical_inference":false,"multimodal_vision_and_audio_in_out_support":true,"native_function_calling_and_strict_json_mode":true,"streaming_server_sent_events_sse_token_yield":false,"lpu_or_custom_silicon_for_extreme_low_latency":false,"zero_data_retention_training_opt_out_enterprise":true}` |
| integrations.count | 2 | - |
| integrations.list | `[{"name":"Dataverse"},{"name":"Integration Connectors API"}]` | - |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"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"}` | `{"type":"usage","plans":[{"free":true,"name":"Build","summary":"Free tier","features":["Discord community support"],"description":"Community tier","contactSales":false},{"free":false,"name":"Scale","summary":"From $0.0015 per 1M tokens","features":["Serverless inference","Batch API","Standard Support (business hours)"],"components":[{"per":{"qty":1,"unit":"million tokens"},"kind":"metered","amount":0.0015,"currency":"USD"}],"description":"Pay-per-token inference with Standard Support","contactSales":false},{"free":false,"name":"Enterprise","summary":"Contact sales for reserved capacity pricing","features":["Provisioned throughput","Dedicated GPU instances","Silver/Gold Support","Dedicated support engineer"],"description":"Reserved capacity and dedicated infrastructure with Silver/Gold Support","contactSales":true}],"summary":"Pay-per-token usage starting from $0.0015 per 1M tokens. Free tier available. Dedicated instances and reserved throughput available upon request.","currency":"USD","freeTier":true,"sourceUrl":"https://www.together.ai/pricing","retrievedAt":"2026-10-02T16:26:49.735Z","startingPrice":{"unit":"million tokens","amount":0.0015,"currency":"USD"}}` |
| pricing.free_tier | yes | yes |
| pricing.model | commercial | freemium |
| pricing.price_level | unknown | low |
| pricing.starting_price | - | `{"amount":0.0015,"currency":"USD"}` |
| pricing.transparent | no | yes |
| reliability.sla_pct | - | 99 |
| reliability.status_page | - | yes |
| security.disclosure_policy | - | yes |
| security.gdpr | - | yes |
| security.iso27001 | - | yes |
| security.soc2 | - | yes |
| security.trust_center | - | https://www.together.ai/privacy |

## Capabilities (Inference Providers)

| Capability | Google Cloud Vertex AI | Together AI |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Compute model | Multi tenant hybrid | 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 compute hour | Per million tokens |

*Source: vioscaleAI. Generated 2026-10-16T21:00:21.746Z. "-" = undocumented, not absent.*