Compare / Artificial Intelligence / Agents Agents — small scale options. Tap any requirement to compare its recommended, free, cheaper and paid options with prices and honest notes on where each one differs. This is a read-only comparison — nothing is selected.
LLM Inference API / Foundation Model Access Agent Orchestration Framework LLM API Gateway (Multi-model proxy) Memory / Vector Database for Agent Memory State Management / Checkpointing / Session Store Sandbox Execution Environment (Code execution) Tool/Function Calling Infra (MCP Registry) Database - Relational (Agent Metadata, Runs) Monitoring & Tracing (Agent Traces) Secrets Management for Tool Credentials Logging & Observability Platform Background Jobs / Workflow Engine for Long-running Agents API Gateway + Rate Limiting for Agent API Object Storage for Artifacts & Outputs Authentication & RBAC for Agent Access Prompt Management & Versioning Evaluation Harness for Agent Success Options and prices come straight from our research sheets for a small scale agents project. Prices are estimates and change often — always confirm on the provider's page before committing. 