# Helicone AI Gateway + MCP vs HoneyHive (slim)

> HoneyHive has a score of 55.9 (C) against Helicone AI Gateway + MCP's 47.1 (D). Both do obs traces. The largest gap is schema & documentation, 17 points. Category scores, facts, verdicts and agent notes side by side.

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

HoneyHive has a score of 55.9 (C) against Helicone AI Gateway + MCP's 47.1 (D). Both do obs traces. The largest gap is schema & documentation, 17 points.

- Helicone AI Gateway + MCP: D 47.1, rank #387 of 452 · https://www.anchorterminal.com/tools/helicone.min.md
- HoneyHive: C 55.9, rank #310 of 452 · https://www.anchorterminal.com/tools/honeyhive.min.md
- Pick Helicone AI Gateway + MCP for reliability (+6), agent ergonomics (+7), payments & pricing (+10). Pick HoneyHive for schema & documentation (+17), security & auth (+11), maintenance & community (+11).

| Category | Helicone AI Gateway + MCP | HoneyHive |
| --- | --- | --- |
| Reliability (16%) | 50 | 44 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 69 | 86 |
| Agent ergonomics (13%) | 70 | 63 |
| Security & auth (14%) | 50 | 61 |
| Payments & pricing (10%) | 30 | 20 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 66 | 77 |
| Transparency & trust (7%) | 71 | 68 |