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Amazon BedrockvsRunway

Amazon Bedrock vs Runway: Token Pricing, Speed & Intelligence

Full comparison of Amazon Bedrock and Runway — live token pricing, latency, throughput, context window, strengths, weaknesses, and best use cases. Rates sourced from public APIs — verify before use.

Amazon Bedrock

AWS-native LLM access — Nova, Claude, Llama, DeepSeek, MiniMax, Kimi and more

Amazon Bedrock is AWS's managed LLM service, providing access to Amazon's own Nova models alongside third-party models from Anthropic, Meta, Mistral, and others. The 2026 catalog has expanded to include DeepSeek v3.2, MiniMax M1, Moonshot Kimi 3, Z.AI GLM 5, and Writer Palmyra. It integrates natively with the AWS ecosystem including IAM, VPC, and CloudWatch, making it the default choice for teams already on AWS.

AWS-nativeEnterprise complianceMulti-modelHIPAA workloadsAgents
Proprietary modelsHosts open weights

Runway

Gen-4 video generation API — cinematic quality text-to-video and image-to-video

Runway is a creative AI company best known for its Gen series of video generation models. Gen-4 and Gen-4 Turbo are available via API, producing cinematic-quality video from text or image prompts. Runway is widely used in professional film and advertising production. Pricing is per second of generated video.

Video generationFilm productionAdvertisingCreative contentVisual effects
Proprietary models

Key metric comparison

Amazon Bedrock
Runway
Cheapest input ($/1M)

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Cheapest output ($/1M)

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Peak throughput

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Best latency (TTFT)

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Intelligence score

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Context window

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Live token pricing

Strengths and weaknesses

Amazon Bedrock

Native AWS integration — IAM, VPC, CloudWatch, S3
Expanded 2026 catalog: DeepSeek v3.2, MiniMax, Kimi 3, Z.AI GLM 5, Writer Palmyra
Access to Claude, Llama, Mistral, and Amazon Nova via one API
Enterprise compliance: SOC 2, HIPAA, GDPR
Provisioned Throughput: reserve dedicated capacity at a fixed hourly rate
No data leaves your AWS account
More complex setup than standalone inference APIs
Pricing can be higher than direct provider APIs
Latency overhead from AWS abstraction layer

Runway

Gen-4 produces cinematic-quality video used in professional film and advertising
Gen-4 Turbo at $0.050/second offers faster generation at lower cost
Strong motion quality and temporal consistency
Established track record in professional creative production
Supports text-to-video, image-to-video, and video-to-video
Video generation only — no text, image, or audio LLM models
Gen-4 at $0.100/second is among the higher-priced video generation APIs
Generation latency is higher than text inference

Key differentiators

Amazon Bedrock

Run Claude, Llama, DeepSeek, and Amazon Nova within your own AWS VPC — data never leaves your account, with a broad third-party model catalog available through a single API.

Runway

Gen-4 is Runway's cinematic-quality video generation model, trusted by professional film and advertising studios — with Gen-4 Turbo offering a faster, lower-cost alternative via the same API.

Frequently asked questions

Amazon Bedrock FAQs

What models are available on Amazon Bedrock in 2026?

Amazon Bedrock offers Amazon Nova (Micro, Lite, Pro), Anthropic Claude 5 family, Meta Llama 4, Mistral, Cohere, DeepSeek v3.2, MiniMax M1, Moonshot Kimi 3, Z.AI GLM 5, Writer Palmyra, and others. The catalog varies by AWS region.

How does Amazon Bedrock pricing work?

Bedrock uses on-demand pricing per 1M tokens, similar to direct provider APIs. Provisioned Throughput is available for reserved capacity at a fixed hourly rate. Prices are generally comparable to or slightly above direct provider pricing.

Is Amazon Bedrock HIPAA-compliant?

Yes. Amazon Bedrock is covered under AWS's HIPAA BAA, making it suitable for healthcare applications that require HIPAA compliance. Data processed through Bedrock stays within your AWS account.

Runway FAQs

How is Runway priced?

Runway charges per second of generated video. Gen-4 is $0.100/second and Gen-4 Turbo is $0.050/second. See runwayml.com/pricing for current rates.

What is Gen-4?

Gen-4 is Runway's latest video generation model, producing cinematic-quality output from text or image prompts. It is used in professional film, advertising, and visual effects production.

What is the difference between Gen-4 and Gen-4 Turbo?

Gen-4 produces higher-quality output at $0.100/second. Gen-4 Turbo is faster and cheaper at $0.050/second, with slightly lower quality. Both support text-to-video and image-to-video generation.

Provider resources

Amazon Bedrock

Provider page
Website
PricingDocs

Runway

Provider page
Website
PricingDocs

Amazon Bedrock — AWS-native LLM access — Nova, Claude, Llama, DeepSeek, MiniMax, Kimi and more

Amazon Bedrock is AWS's managed LLM service, providing access to Amazon's own Nova models alongside third-party models from Anthropic, Meta, Mistral, and others. The 2026 catalog has expanded to include DeepSeek v3.2, MiniMax M1, Moonshot Kimi 3, Z.AI GLM 5, and Writer Palmyra. It integrates natively with the AWS ecosystem including IAM, VPC, and CloudWatch, making it the default choice for teams already on AWS.

Run Claude, Llama, DeepSeek, and Amazon Nova within your own AWS VPC — data never leaves your account, with a broad third-party model catalog available through a single API.

Runway — Gen-4 video generation API — cinematic quality text-to-video and image-to-video

Runway is a creative AI company best known for its Gen series of video generation models. Gen-4 and Gen-4 Turbo are available via API, producing cinematic-quality video from text or image prompts. Runway is widely used in professional film and advertising production. Pricing is per second of generated video.

Gen-4 is Runway's cinematic-quality video generation model, trusted by professional film and advertising studios — with Gen-4 Turbo offering a faster, lower-cost alternative via the same API.

Key strengths compared

Amazon Bedrock

  • Native AWS integration — IAM, VPC, CloudWatch, S3
  • Expanded 2026 catalog: DeepSeek v3.2, MiniMax, Kimi 3, Z.AI GLM 5, Writer Palmyra
  • Access to Claude, Llama, Mistral, and Amazon Nova via one API
  • More complex setup than standalone inference APIs
  • Pricing can be higher than direct provider APIs

Runway

  • Gen-4 produces cinematic-quality video used in professional film and advertising
  • Gen-4 Turbo at $0.050/second offers faster generation at lower cost
  • Strong motion quality and temporal consistency
  • Video generation only — no text, image, or audio LLM models
  • Gen-4 at $0.100/second is among the higher-priced video generation APIs

Key weaknesses compared

Amazon Bedrock

  • More complex setup than standalone inference APIs
  • Pricing can be higher than direct provider APIs
  • Latency overhead from AWS abstraction layer

Runway

  • Video generation only — no text, image, or audio LLM models
  • Gen-4 at $0.100/second is among the higher-priced video generation APIs
  • Generation latency is higher than text inference

Provider category context

Amazon Bedrock is a cloud, founded in 2023. Runway is a frontier lab, founded in 2018. The category difference means these providers serve partially overlapping use cases — compare the model lists and pricing tables above to find the best fit for your specific workload.

How to choose between them

Choose Amazon Bedrock if you need native aws integration — iam, vpc, cloudwatch, s3. Choose Runway if you need Professional video production. For high-volume production workloads, run a cost comparison using the token pricing table above with your actual prompt/completion token ratio — the cheapest provider depends heavily on your input-to-output token ratio.