AI Tool Comparison
A side-by-side breakdown to help you pick the right tool for your workflow.
Review Score assesses product quality; Fit Score is specific to a use case. Limited reviews do not establish overall product quality. How reviews work.
One MCP endpoint gives every AI agent you run, across Claude Code, Cursor, or Codex CLI, the same shared memory, email inbox, and connectors, so switching frameworks stops meaning starting over.
Track and debug every LLM API call, with visibility into cost, latency, and errors across an AI application, hosted or self-hosted open source.
Catalog updated: August 2026
Bezalel and Helicone both sit in Developer Tools, but they're built around different use cases within it. Bezalel runs on a fully free plan while Helicone runs on a freemium model, which alone may settle it if budget or a free tier is a hard requirement.
Choose Bezalel if…
Best for sharing memory, email, and connector access across multiple AI agent frameworks without re-wiring each one, and its edge is agents keep the same memory, inbox, and connections no matter which MCP-compatible runtime they're running in. A clever piece of infrastructure for developers running personal agents across multiple tools, not something a non-technical user will set up alone. Lean toward Helicone instead if a proxy-based setup that requires one line of integration, no SDK rewrite, to get logging, cost tracking, and caching matters more for your use case.
Choose Helicone if…
Best for developers who want instant LLM call visibility without changing their existing SDK integration, and its edge is a proxy-based setup that requires one line of integration, no SDK rewrite, to get logging, cost tracking, and caching. The fastest observability setup in the category, Langfuse still goes deeper on evaluation. Lean toward Bezalel instead if agents keep the same memory, inbox, and connections no matter which MCP-compatible runtime they're running in matters more for your use case.
| Attribute | Bezalel | Helicone |
|---|---|---|
| Category | Developer Tools | Developer Tools |
| Pricing | free | freemium |
| Pricing Detail | Free sign-up during alpha (pricing not yet published) / self-hostable via Docker for teams that want to run their own plane | Free (10K requests) / $79/mo Pro / $799/mo Team |
| TWF Review Score | Not yet reviewed | Not yet reviewed |