# Amazon Bedrock Titan Embeddings vs Cohere Embed

**Leader by Vioscale score:** Cohere Embed

| Attribute | Amazon Bedrock Titan Embeddings | Cohere Embed |
|---|---|---|
| **Vioscale score** | 57.5 (21% (low)) | 69.1 (45% (low)) |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"hybrid":true,"on_prem":true,"self_hosted":true}` |
| description.long | - | An embedding and semantic search service that converts unstructured text and images into numerical vectors, enabling fast similarity search and AI-powered document ranking within your own data environment. Supports 49 languages and can be deployed on your infrastructure or via Cohere's managed cloud. |
| features.capabilities | - | `{"soc2_type_ii":true,"pricing_model":"per_million_tokens_api","architecture_model":"managed_cloud_api","multi_modal_image_and_text_joint_embeddings":true,"multilingual_support_across_100_plus_languages":true,"zero_data_retention_training_opt_out_enterprise":true}` |
| market.availability | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"CA","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"web":true}` |
| pricing | - | `{"type":"usage","summary":"Pay-as-you-go usage pricing. Free tier for testing.","currency":"USD","freeTier":true,"sourceUrl":"https://cohere.com/de/pricing","retrievedAt":"2026-08-21T11:03:30.417Z","billingPeriods":["month"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | freemium |
| pricing.price_level | - | low |
| pricing.transparent | - | yes |
| security.disclosure_policy | - | yes |
| security.fedramp | yes | - |
| security.gdpr | yes | yes |
| security.hipaa | yes | - |
| security.iso27001 | yes | - |
| security.pci | yes | - |
| security.soc2 | yes | yes |

## Capabilities (Embeddings Apis)

| Capability | Amazon Bedrock Titan Embeddings | Cohere Embed |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Architecture model | - | Managed cloud API |
| Matryoshka representation learning for dimension truncation | - | - |
| Multilingual support across 100 plus languages | - | ✓ |
| Binary and scalar quantization for memory reduction | - | - |
| Cross encoder reranker API offered | - | - |
| Late interaction architecture colbert v2 | - | - |
| Massive context window greater than 8k tokens | - | - |
| Multi modal image and text joint embeddings | - | ✓ |
| Task specific prefixes query vs document instructions | - | - |
| Zero data retention training opt out enterprise | - | ✓ |
| SOC2 type ii | - | ✓ |
| Mit or apache permissive oss license | - | - |
| Pricing model | - | Per million tokens API |

*Source: Vioscale. Generated 2026-09-01T16:52:10.192Z. "-" = undocumented, not absent.*