Moda vs Helicone

Helicone is a Rust-based AI gateway plus request-level observability (sessions, prompts, user analytics, alerts). In March 2026 Helicone was acquired by Mintlify, and the standalone product moved into maintenance mode — Experiments was deprecated in September 2025, and no new feature work is shipping. For teams evaluating an active analytics product, Helicone is no longer the right fit; for gateway-only needs the OSS Rust gateway continues to ship.

When the question is what users want, where the agent fails behaviorally, and why users get frustrated — and when you need a product that's still receiving feature investment.

CapabilityModaHelicone
Product statusActive; weekly product investment.Acquired by Mintlify (March 2026); standalone product in maintenance mode.
Layer of the stackConversation analytics.Gateway + request logging + basic dashboards.
SessionsAutomatic segmentation of conversations into 3-level intent taxonomy.Manual grouping via `Helicone-Session-Id` / `-Path` / `-Name` headers.
Intent clusteringAutomatic, on ingest, no taxonomies to author.Not provided.
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