# HoneyHive vs Langfuse API + MCP (slim)

> Langfuse API + MCP has a score of 72.8 (BB) against HoneyHive's 55.9 (C). Both do obs traces. The largest gap is reliability, 36 points. Category scores, facts, verdicts and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/honeyhive-vs-langfuse.md (~1,650 tokens) · this version ~330 tokens · JSON https://www.anchorterminal.com/compare/honeyhive-vs-langfuse.json · canonical https://www.anchorterminal.com/compare/honeyhive-vs-langfuse
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-05

Langfuse API + MCP has a score of 72.8 (BB) against HoneyHive's 55.9 (C). Both do obs traces. The largest gap is reliability, 36 points.

- HoneyHive: C 55.9, rank #310 of 452 · https://www.anchorterminal.com/tools/honeyhive.min.md
- Langfuse API + MCP: BB 72.8, rank #66 of 452 · https://www.anchorterminal.com/tools/langfuse.min.md
- Pick HoneyHive for nothing in particular. Pick Langfuse API + MCP for reliability (+36), schema & documentation (+7), agent ergonomics (+11), payments & pricing (+20), maintenance & community (+11), transparency & trust (+19).

| Category | HoneyHive | Langfuse API + MCP |
| --- | --- | --- |
| Reliability (16%) | 44 | 80 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 86 | 93 |
| Agent ergonomics (13%) | 63 | 74 |
| Security & auth (14%) | 61 | 65 |
| Payments & pricing (10%) | 20 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 77 | 88 |
| Transparency & trust (7%) | 68 | 87 |