Tools
Amazon Bedrock vs Malibu
Amazon Bedrock or Malibu? Their plans monthly and yearly, the capabilities their makers state, security and latest updates, side by side — read from the makers' own pages.
In short
- Both: Runs models for you
- Only Amazon Bedrock states: Choice of models, Builds agents and workflows, Traces and evaluates
Amazon Bedrock
AWS-managed service for building generative AI applications and agents with foundation models, APIs, customization, and safety controls.
Plans
Standard
Pricing depends on the modality, provider, and model
- Default on-demand inference tier
Flex
50% discount to Standard tier pricing
- Lower-cost inference for supported workloads
Priority
75% premium to Standard tier pricing
- Higher-priority inference service tier
Reserved
Provisioned Throughput pricing varies by model
- Reserved model capacity
- Provisioned throughput pricing available through AWS account teams
Prices checked 2026-09-25 on the maker’s page.
Capabilities
- Choice of models — “Amazon Bedrock gives you access to hundreds of FMs from leading AI companies along with evaluation tools to pick the best model based on your unique performance and cost needs.” source
- Runs models for you — “Amazon Bedrock offers select foundation models (FMs) from leading AI providers like Anthropic, Meta, Mistral AI, and Amazon for batch inference” source
- Builds agents and workflows — “Amazon Bedrock AgentCore is the platform to build, connect, and optimize AI agents.” source
- Traces and evaluates — “continuously optimize agent performance with tracing, debugging, and evaluation capabilities built in.” source
Latest updates
- Updated the tokens-per-day quota on the bedrock-runtime endpoint to a cross-model, per-account quota
Replaced the per-model quota with a Cross-Model Max Tokens Per Day quota scoped per account, per Region across supported models.
- Updated the Tokens per day (TPD) definition to a cross-model, per-account quota
Updated the TPD term to describe a cross-model, per-account daily token quota across all supported Amazon Bedrock models.
- Updated OpenAI-compatible API guidance to prefer bedrock-runtime
Made bedrock-runtime the recommended path for new Responses API and Chat Completions API integrations.
Malibu
Malibu is Poolside’s foundation model for software engineering, offered for enterprise deployment through AWS.
Plans
Not read from the maker’s page yet.
Prices checked 2026-09-26 on the maker’s page.
Capabilities
- Runs models for you — “As we continue to work on offering increasingly more choice to customers, we are excited to be leveraging AWS Trainium chips to power inference for our malibu and point foundation models.” source
Latest updates
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- Introducing Laguna S 2.1 (Laguna S 2.1)
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- Introducing Laguna XS 2.1 (Laguna XS 2.1)
Today we're releasing Laguna XS 2.1, an upgraded version of our Laguna XS.2 model.