# Amazon Bedrock vs Cloudflare AI Gateway

| Attribute | Amazon Bedrock | Cloudflare AI Gateway |
|---|---|---|
| **vioscaleAI score** | 66.9 (54% (medium)) | 65.1 (35% (low)) |
| content.faq | `[{"answer":"A cloud-based platform for developing and operating generative AI applications using foundation models that can be customized with your own data through knowledge bases and fine-tuning. Includes cost optimization, security controls, and compliance certifications to reduce hallucinations and ensure data privacy. It is indexed under AI Gateway Security.","source":"https://aws.amazon.com/bedrock/pricing/","question":"What is Amazon Bedrock?","confidence":0.6},{"answer":"We have confirmed browser-based access to Amazon Bedrock. 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://aws.amazon.com/bedrock/pricing/","question":"What platforms does Amazon Bedrock support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Amazon Bedrock, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://aws.amazon.com/bedrock/pricing/","question":"Can Amazon Bedrock be self-hosted?","confidence":0.6},{"answer":"We have confirmed 13 integrations for Amazon Bedrock, including Asana, Brave Search API, Pokee AI, Tailscale, 1Password, Trend Micro Vision One, Orca Security and Suger Cloud Marketplace Platform, plus 5 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://aws.amazon.com/bedrock/pricing/","question":"What does Amazon Bedrock integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for Amazon Bedrock. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Amazon Bedrock not holding them. Always confirm compliance directly before you rely on it.","source":"https://aws.amazon.com/compliance/?nc2=h_dsc_aa_cmp","question":"What security certifications does Amazon Bedrock have?","confidence":0.7},{"answer":"Amazon Bedrock is available worldwide. The vendor is headquartered in the United States.","source":"https://aws.amazon.com/bedrock/pricing/","question":"Where is Amazon Bedrock available?","confidence":0.75}]` | `[{"answer":"A platform providing visibility into AI API usage through analytics and logging, with controls for caching, rate limiting, and request management across multiple AI providers. It is indexed under Llm Gateways.","source":"https://developers.cloudflare.com/ai-gateway/reference/pricing/","question":"What is Cloudflare AI Gateway?","confidence":0.6},{"answer":"Cloudflare AI Gateway offers a free tier, so you can start without paying. Paid plans start at $0.05. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://developers.cloudflare.com/ai-gateway/reference/pricing/","question":"Is Cloudflare AI Gateway free?","confidence":0.6},{"answer":"We have confirmed browser-based access to Cloudflare AI Gateway. 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://developers.cloudflare.com/ai-gateway/reference/pricing/","question":"What platforms does Cloudflare AI Gateway support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Cloudflare AI Gateway, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://developers.cloudflare.com/ai-gateway/reference/pricing/","question":"Can Cloudflare AI Gateway be self-hosted?","confidence":0.6},{"answer":"We have confirmed 10 integrations for Cloudflare AI Gateway, including Workers AI, Vectorize, MCP (Model Context Protocol), Third-party LLM models, OpenAI, Anthropic, Google Gemini and Replicate, plus 2 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://developers.cloudflare.com/ai-gateway/reference/pricing/","question":"What does Cloudflare AI Gateway integrate with?","confidence":0.6}]` |
| deployment.options | `{"cloud":true}` | `{"cloud":true}` |
| description.long | AWS's managed service for creating generative AI applications and agents at scale, enabling organizations to customize models with their data, automate workflows, and deliver personalized experiences while maintaining strict control over sensitive information and security. | An intermediary service that routes AI model requests through Cloudflare's network to provide visibility, caching, rate limiting, cost tracking, and data loss prevention. It enables organizations to observe and control AI traffic without modifying their existing tools or coding agents. |
| features.capabilities | `{"soc2_type_ii":false,"architecture_model":"managed_cloud_saas","bring_your_own_keys_byok_routing":false,"mit_or_apache_permissive_oss_license":false,"pii_redaction_and_data_masking_in_flight":false,"custom_rate_limiting_by_user_or_tenant_id":false,"streaming_token_support_server_sent_events":false,"universal_api_key_for_100_plus_llm_providers":false,"zero_data_retention_and_prompt_logging_opt_out":true,"auto_fallback_routing_on_rate_limit_or_downtime":false,"organization_wide_cost_tracking_and_chargebacks":false,"semantic_caching_for_repeat_queries_and_cost_savings":true}` | `{"caching":"exact","open_source":false,"pricing_model":"usage-based-saas","rate_limiting":true,"deployment_model":"managed-SaaS","architecture_model":"global_edge_network","automatic_failover":true,"guardrails_moderation":"built-in","openai_compatible_api":true,"request_cost_observability":true,"bring_your_own_keys_byok_routing":true,"pii_redaction_and_data_masking_in_flight":true,"universal_api_key_for_100_plus_llm_providers":true,"zero_data_retention_and_prompt_logging_opt_out":false,"auto_fallback_routing_on_rate_limit_or_downtime":true,"organization_wide_cost_tracking_and_chargebacks":true,"semantic_caching_for_repeat_queries_and_cost_savings":false}` |
| integrations.count | 7 | 6 |
| integrations.list | `[{"name":"Asana"},{"name":"Brave Search API"},{"name":"Pokee AI"},{"name":"Tailscale"},{"name":"1Password"},{"name":"Trend Micro Vision One"},{"name":"Orca Security"},{"name":"Suger Cloud Marketplace Platform"},{"name":"Aurora Endpoint Defense"},{"name":"Aurora Protect"},{"name":"Cast AI"},{"name":"LucidLink"},{"name":"Vanta"},{"name":"MongoDB Atlas","category":"database"},{"name":"Databricks","category":"data_platform"},{"name":"CrowdStrike","category":"security"},{"name":"TrendAI","category":"security"}]` | `[{"name":"Workers AI"},{"name":"Vectorize"},{"name":"MCP (Model Context Protocol)"},{"name":"Third-party LLM models"},{"name":"OpenAI"},{"name":"Anthropic"},{"name":"Google Gemini"},{"name":"Replicate"},{"name":"Cloudflare Workers"},{"name":"Agent Memory"},{"name":"Cloudflare Workers AI","native":true,"category":"ai"},{"name":"Cloudflare Vectorize","native":true,"category":"database"},{"name":"Claude Code","native":true,"category":"coding_agent"},{"name":"Claude Desktop","native":true,"category":"coding_agent"},{"name":"GitHub Copilot CLI","native":true,"category":"coding_agent"},{"name":"OpenAI Codex","native":true,"category":"coding_agent"},{"name":"OpenCode","native":true,"category":"coding_agent"},{"name":"Pi","native":true,"category":"coding_agent"}]` |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"web":true}` |
| pricing | `{"type":"usage","plans":[{"free":false,"name":"Standard Tier","summary":"Pay-per-use: per million tokens for inference, hourly for fine-tuning, $1/1000 API calls for retrieval, $0.21 per human evaluation task, $0.01 per page for data processing","features":["Model inference","Fine-tuning with reinforcement learning","Model evaluation","Data automation for documents and audio","Prompt caching","Intelligent prompt routing","Model distillation","Knowledge bases","Agentic retrieval"],"components":[{"per":{"qty":1000,"unit":"Retrieve API calls"},"kind":"metered","amount":1,"currency":"USD"},{"per":{"qty":1,"unit":"completed human evaluation task"},"kind":"metered","amount":0.21,"currency":"USD"},{"per":{"qty":1,"unit":"page processed by Data Automation"},"kind":"metered","amount":0.01,"currency":"USD"}],"description":"Usage-based pricing across inference, fine-tuning, evaluation, and data processing","contactSales":false}],"summary":"Usage-based pricing with costs based on tokens processed, API calls made, and data processed","currency":"USD","freeTier":false,"sourceUrl":"https://aws.amazon.com/bedrock/pricing/","retrievedAt":"2026-10-02T10:59:39.050Z","startingPrice":{"unit":"page processed by Data Automation","amount":0.01,"currency":"USD"}}` | `{"type":"hybrid","plans":[{"free":true,"name":"Free","features":["dashboard analytics","caching","rate limiting","DLP scanning"],"description":"Core AI Gateway features: dashboard analytics, caching, rate limiting, and DLP scanning"},{"free":false,"name":"Workers Paid","features":["10M log storage per gateway","Logpush available"],"components":[{"per":{"qty":1,"unit":"million requests"},"kind":"metered","amount":0.05,"currency":"USD","description":"Logpush requests after 10 million/month"}],"description":"Higher log storage limits and Logpush available","includedLimits":{"log_storage":"10,000,000 logs per gateway"}}],"summary":"Free for core features (caching, rate limiting, analytics). Paid log storage and Logpush available on Workers Paid plan.","currency":"USD","freeTier":true,"sourceUrl":"https://developers.cloudflare.com/ai-gateway/reference/pricing/","retrievedAt":"2026-10-02T16:15:28.076Z","startingPrice":{"unit":"million requests","amount":0.05,"currency":"USD"}}` |
| pricing.free_tier | no | yes |
| pricing.model | commercial | freemium |
| pricing.price_level | low | low |
| pricing.starting_price | `{"amount":0.01,"currency":"USD"}` | `{"amount":0.05,"currency":"USD"}` |
| pricing.transparent | yes | yes |
| security.certifications | `[{"name":"SOC","status":"active"},{"name":"ISO","status":"active"},{"name":"CSA STAR Level 2","level":"Level 2","status":"active"},{"name":"FedRAMP","level":"High","status":"active"}]` | - |
| security.disclosure_policy | yes | - |
| security.fedramp | yes | - |
| security.gdpr | yes | - |
| security.hipaa | yes | - |
| security.iso27001 | yes | - |
| security.soc2 | yes | - |
| security.trust_center | https://aws.amazon.com/compliance/ | - |

## Capabilities (AI Gateway Security)

| Capability | Amazon Bedrock | Cloudflare AI Gateway |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Architecture model | Managed cloud saas | Global edge network |
| Universal API key for 100 plus LLM providers | ✗ | ✓ |
| Auto fallback routing on rate limit or downtime | ✗ | ✓ |
| Semantic caching for repeat queries and cost savings | ✓ | ✗ |
| Organization wide cost tracking and chargebacks | ✗ | ✓ |
| Custom rate limiting by user or tenant id | ✗ | - |
| Pii redaction and data masking in flight | ✗ | ✓ |
| Streaming token support server sent events | ✗ | - |
| Bring your own keys byok routing | ✗ | ✓ |
| Zero data retention and prompt logging opt out | ✓ | ✗ |
| SOC2 type ii | ✗ | - |
| Mit or apache permissive oss license | ✗ | - |
| Pricing model | - | usage-based-saas |

*Source: vioscaleAI. Generated 2026-10-16T20:02:27.039Z. "-" = undocumented, not absent.*