Agentmemory vs Respan Gateway (2026)
A side-by-side comparison of Agentmemory and Respan Gateway on pricing, features, and fit, so you can decide which is right for you.
Quick answer
Agentmemory and Respan Gateway are both strong choices, but they fit different needs. Choose Agentmemory if you mainly need maintaining project context across long-running development sessions with ai agents — its edge is significantly reduces repetitive context-setting when using ai coding assistants. Choose Respan Gateway if you need managing multi-provider llm traffic for production ai applications — its edge is combines routing, observability, and evals in a single platform reducing tool sprawl. Agentmemory starts at approximately $9/month; Respan Gateway starts at around $49/month based on usage volume.
Features compared
- Persistent memory storage across AI coding agent sessions
- Seamless integration with Claude Code, Codex, and other LLM coding agents
- Structured retrieval of project context, preferences, and past decisions
- Lightweight SDK or API-based setup for quick developer onboarding
- Unified LLM routing across multiple AI providers with a single API endpoint
- Built-in observability including request tracing, latency monitoring, and logging
- Automated evaluations to benchmark and compare model outputs at scale
- Fallback and retry logic to handle provider outages and reduce downtime
Pros & cons
- Significantly reduces repetitive context-setting when using AI coding assistants
- Works with popular coding agents like Claude Code and Codex out of the box
- Lightweight integration that fits into existing development workflows without major changes
- Relatively new tool with a smaller community and fewer third-party integrations compared to established developer tools
- Pricing and feature set may evolve quickly, requiring developers to adapt their integrations
- Combines routing, observability, and evals in a single platform reducing tool sprawl
- Provider-agnostic design makes it easy to swap or mix LLM providers
- Saves engineering time by replacing custom middleware with ready-built infrastructure
- Relatively new platform so documentation and community resources are still maturing
- Advanced evaluation customization may require technical setup not suited for non-developers
The verdict
Choose Agentmemory if
you mainly need to maintaining project context across long-running development sessions with ai agents. Its edge: significantly reduces repetitive context-setting when using ai coding assistants.
Choose Respan Gateway if
you mainly need to managing multi-provider llm traffic for production ai applications. Its edge: combines routing, observability, and evals in a single platform reducing tool sprawl.
Frequently asked questions
Is Agentmemory better than Respan Gateway?
Neither is universally better. Agentmemory is stronger for maintaining project context across long-running development sessions with ai agents, with an edge in significantly reduces repetitive context-setting when using ai coding assistants. Respan Gateway is stronger for managing multi-provider llm traffic for production ai applications, with an edge in combines routing, observability, and evals in a single platform reducing tool sprawl. Pick based on your main task.
Which is cheaper, Agentmemory or Respan Gateway?
Agentmemory starts at approximately $9/month and Respan Gateway starts at around $49/month based on usage volume. Free tier: Agentmemory — Free tier available with basic memory storage for individual developers; Respan Gateway — Free tier available with limited requests and basic observability features.
What is Agentmemory best for?
Agentmemory is best for maintaining project context across long-running development sessions with ai agents, helping ai coding assistants remember architectural decisions and coding conventions, enabling multiple ai agents to share a common memory store for team projects.
What is Respan Gateway best for?
Respan Gateway is best for managing multi-provider llm traffic for production ai applications, running automated evals to compare model quality across openai and anthropic, monitoring api costs and latency to optimize ai infrastructure spending.
Do Agentmemory and Respan Gateway have free plans?
Agentmemory: Free tier available with basic memory storage for individual developers. Respan Gateway: Free tier available with limited requests and basic observability features. Check each tool's pricing page for current limits, as plans change.