# Cohere vs Google Cloud Vertex AI

**Leader by Vioscale score:** Cohere

| Attribute | Cohere | Google Cloud Vertex AI |
|---|---|---|
| **Vioscale score** | 79.3 (45% (low)) | 38.6 (25% (low)) |
| deployment.options | `{"cloud":true,"hybrid":true,"on_prem":true,"self_hosted":true}` | `{"cloud":true}` |
| description.long | A suite of AI tools including high-performance language models, semantic search and discovery, speech-to-text, and embedding services. Designed to run securely on your own infrastructure or via a managed cloud service, with options to train custom models on proprietary data. | A comprehensive platform that enables developers to create, deploy, and optimize AI agents that automate enterprise workflows and business processes. |
| features.capabilities | `{"open_source":false,"soc2_type_ii":true,"compute_model":"multi_tenant_hybrid","pricing_model":"usage-based-compute","batch_processing":false,"deployment_model":"both","data_residency_eu":true,"real_time_latency":true,"embeddings_endpoint":true,"custom_model_training":true,"domain_specific_models":true,"openai_compatible_rest_api_schema":false,"bring_your_own_weights_byow_hosting":false,"dynamic_batching_and_kv_cache_management":false,"massive_context_window_support_100k_plus":false,"hipaa_baa_compliance_for_medical_inference":false,"multimodal_vision_and_audio_in_out_support":false,"native_function_calling_and_strict_json_mode":false,"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}` | `{"compute_model":"multi_tenant_hybrid","pricing_model":"per_compute_hour"}` |
| integrations.count | - | 2 |
| integrations.list | - | `[{"name":"Dataverse"},{"name":"Integration Connectors API"}]` |
| market.availability | `{"hqCountry":"CA","primaryMarkets":["US","CA"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"hybrid","plans":[{"free":false,"name":"API - Command","summary":"$1.00–$2.00 per 1M tokens","commitment":"monthly","components":[{"per":{"qty":1000000,"unit":"tokens"},"kind":"metered","unit":"input","amount":1,"currency":"USD"},{"per":{"qty":1000000,"unit":"tokens"},"kind":"metered","unit":"output","amount":2,"currency":"USD"}],"contactSales":false},{"free":false,"name":"API - Command-light","summary":"$0.30–$0.60 per 1M tokens","commitment":"monthly","components":[{"per":{"qty":1000000,"unit":"tokens"},"kind":"metered","unit":"input","amount":0.3,"currency":"USD"},{"per":{"qty":1000000,"unit":"tokens"},"kind":"metered","unit":"output","amount":0.6,"currency":"USD"}],"contactSales":false},{"free":false,"name":"API - Command R","summary":"$0.50–$1.50 per 1M tokens","commitment":"monthly","components":[{"per":{"qty":1000000,"unit":"tokens"},"kind":"metered","unit":"input","amount":0.5,"currency":"USD"},{"per":{"qty":1000000,"unit":"tokens"},"kind":"metered","unit":"output","amount":1.5,"currency":"USD"}],"contactSales":false},{"free":false,"name":"API - Command R+ (latest)","summary":"$2.50–$10.00 per 1M tokens","commitment":"monthly","components":[{"per":{"qty":1000000,"unit":"tokens"},"kind":"metered","unit":"input","amount":2.5,"currency":"USD"},{"per":{"qty":1000000,"unit":"tokens"},"kind":"metered","unit":"output","amount":10,"currency":"USD"}],"contactSales":false},{"free":false,"name":"Model Vault","summary":"Pricing per instance based on model and performance tier","commitment":"monthly","description":"Dedicated, managed instance with no shared resources","contactSales":true},{"free":false,"name":"Enterprise","summary":"Custom pricing based on requirements","description":"Custom models, private deployment, and personalized support","contactSales":true}],"summary":"Free trial tier; pay-per-token from $0.30–$10.00 per 1M tokens depending on model","currency":"USD","freeTier":true,"sourceUrl":"https://cohere.com/fr/pricing","retrievedAt":"2026-08-21T13:44:41.876Z","startingPrice":{"unit":"input","amount":0.3,"currency":"USD"},"billingPeriods":["month"]}` | `{"type":"hybrid","summary":"$300 free credits for new customers; pay-as-you-go for platform tools, storage, and compute","currency":"USD","freeTier":true,"sourceUrl":"https://cloud.google.com/vertex-ai","retrievedAt":"2026-08-21T11:10:59.953Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | freemium |
| pricing.price_level | low | low |
| pricing.starting_price | `{"amount":0.3,"currency":"USD"}` | - |
| pricing.transparent | yes | no |
| security.disclosure_policy | yes | - |
| security.gdpr | yes | - |
| security.soc2 | yes | - |

## Capabilities (Inference Providers)

| Capability | Cohere | Google Cloud Vertex 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 | usage-based-compute | Per compute hour |

*Source: Vioscale. Generated 2026-09-01T16:29:43.159Z. "-" = undocumented, not absent.*