Helicone was a popular one-line LLM proxy for cost and request logging. After its acquisition by Mintlify (2026) it moved to maintenance mode — security and model updates only. As one bake-off put it: "If you want to understand why your agent made a decision, Helicone can't help you." If you're choosing where to go next and you need decision-level visibility and audit evidence — not just request logs — here's an honest comparison.

AIAgentree vs Helicone

Helicone is in maintenance mode. Your audit trail shouldn't be.

Helicone was a popular one-line LLM proxy for cost and request logging. After its acquisition by Mintlify (2026) it moved to maintenance mode — security and model updates only. As one bake-off put it: "If you want to understand why your agent made a decision, Helicone can't help you." If you're choosing where to go next and you need decision-level visibility and audit evidence — not just request logs — here's an honest comparison.

Last updated: July 4, 2026

Choose Helicone if…

  • You just need simple cost/usage tracking on an existing deployment.
  • You already rely on the one-line proxy and aren't migrating yet.
  • Your needs are basic request logging, not agent-decision depth.

Choose AIAgentree if…

  • You're building a new production dependency and don't want a maintenance-mode tool.
  • You need agent-decision depth — the reasoning, not just HTTP requests.
  • You need tamper-evident audit evidence for EU AI Act, SOC 2, or HIPAA contexts.

Feature comparison

CapabilityHeliconeAIAgentree
Decision traces — reasoning as structured artifactsHTTP request logs
Structured justifications (deliberation steps, policies)
Tamper-evident audit trail
EU AI Act Article 12 logging alignment
Article 14 human oversight / approval workflows
Outcome tracking (attempt vs result, 3 horizons)
Precedent search across past decisions
Audit-fit retention (≥6 months, Art. 19)Tiered / limited
Pricing predictabilityFree → paid tiersFlat trace tiers
EU data residencyLimitedEU (Germany)
Self-host postureSelf-host (multi-service)Self-host option
Framework couplingProxy (language-agnostic)Framework-agnostic
OpenTelemetry supportPartial
MCP + A2A native endpoints
Latency impactProxy in critical path<10ms async, no proxy
Actively developed (not maintenance mode)
One-line proxy setupSDK (3–10 lines)
Agent decision depth (why, not just what)

Helicone is best for

Teams that just need simple cost and request tracking on an existing deployment and aren't ready to migrate. As a maintenance-mode tool, it's a fine place to keep an existing lightweight setup running — not to build something new on.

AIAgentree is best for

Anyone standing up a new production dependency, who needs agent-decision depth (why a decision was made, not just which requests fired) and audit-grade evidence for EU AI Act, SOC 2, or HIPAA contexts.

The audit-evidence gap Helicone users already flagged

Helicone's own users asked for tamper-evident logs — cryptographic proof that records weren't altered — explicitly citing 'EU AI Act, SOC2, HIPAA' (GitHub issue #5645). A proxy that sees HTTP traffic can't provide that; it never sees the agent's reasoning.

AIAgentree captures the decision itself — reasoning, alternatives, and human sign-off — and seals it into a tamper-evident record with audit-fit retention. That's the evidence Article 12 expects, and the demand file for it is already public.

Migrating from Helicone

Migration is concrete: swap the base-URL proxy for the async SDK (3–10 lines). Instead of intercepting traffic, the SDK observes decisions — no proxy in your critical path, and no dependency on a maintenance-mode service.

Keep cost-tracking parity by emitting token/usage as decision attributes, and export your Helicone data before it ages out of retention. You can run both briefly during cutover if you want a clean overlap.

Frequently asked questions

Is Helicone shutting down?

Not shutting down — it's in maintenance mode after the Mintlify acquisition, meaning security and model updates only, not active feature development. That's a reason many teams avoid building a new production dependency on it.

Can AIAgentree track LLM costs like Helicone?

Yes — emit token counts and usage as decision attributes and you get cost visibility alongside the decision context, without a proxy in your request path.

Proxy vs SDK — what changes?

Helicone's proxy sits in your critical path and sees HTTP requests. AIAgentree's SDK observes decisions asynchronously (<10ms typical impact) and captures the reasoning a proxy never sees — it doesn't intercept your traffic.

How long does migration take?

For basic setups, swapping the proxy for the SDK is a few lines. Full production migration with approval workflows and validation typically takes days, not weeks.

What happens to my Helicone data?

Export it before it ages out of retention. You can import cost/usage history as context and start sealing new decisions in AIAgentree immediately.

Add the evidence layer to your stack

Keep the tools you like. Add tamper-evident decision records auditors accept — free to start.