Comparison · Self-hosted vs Self-hosted

Trough vs Helicone

Helicone is $20/mo (Pro). Trough is a self-hosted alternative at $2.99/mo. Here's when each makes sense.

Try Trough Free Trough overview
TroughHelicone
HostingSelf-hosted, your infraOpen source but requires Postgres, Clickhouse, and Docker
Data locationYour server, your diskYour server (if self-hosted)
Free tier1 service, 10,000 requests/moPaid only
Pro pricing$2.99/mo$20/mo (Pro)
DependenciesNone (single binary + SQLite)Docker, Postgres, etc.
Setup time~30 seconds15-30 minutes (self-host)
DashboardBuilt-in at /uiWeb UI
LicenseBSL 1.1Open source
When to use Trough

Pick Trough when you want simplicity and ownership.

Trough is a single Go binary with embedded SQLite. Install it with one command, and you are running in under a minute. Your data stays on your server.

curl -fsSL https://stockyard.dev/trough/install.sh | sh
Install Trough Trough docs

Helicone makes sense when you need more.

Helicone was excellent LLM observability, but was acquired by Mintlify in March 2026 and is in maintenance mode. If you are starting fresh, Trough is actively maintained and self-hosted. If you have an existing Helicone setup that works, there is no rush to migrate.
Making the decision

Choosing between Trough and Helicone is less about which tool is better and more about what kind of infrastructure you want to maintain. Helicone at $20/mo (Pro) handles hosting, backups, and uptime for you. Trough at $2.99/mo shifts that responsibility to you — but also shifts the control. If you already run servers, Trough adds negligible operational burden. If you do not, Helicone removes it entirely.

The operational difference is significant. Helicone requires you to trust their infrastructure, their security practices, and their business continuity. Trough requires you to run a process and keep the data directory backed up. If your server dies, restore the binary and the SQLite file to a new server. The entire recovery procedure fits in a single paragraph because there is nothing else involved.

Helicone can be self-hosted, but the experience differs significantly from Trough. Open source but requires Postgres, Clickhouse, and Docker With Trough, self-hosting means downloading one file and running it. The gap in operational complexity matters most for small teams without dedicated DevOps staff.

Moving to Trough

Switching from Helicone to Trough is straightforward for most teams. Export your data from Helicone (most services offer CSV or JSON export), then POST each record to Trough's API. A migration script that reads the export and writes to /api/ endpoints typically takes less than 50 lines of code. The reverse migration is equally simple — Trough's SQLite database is a standard file you can query with any SQLite client.

FAQ
Is Trough a Helicone alternative?
Both track LLM API costs. Trough is a self-hosted single binary. Helicone was acquired by Mintlify in March 2026 and is in maintenance mode.
What happened to Helicone?
Helicone was acquired by Mintlify in March 2026. The product is in maintenance mode with no new features planned.
Related

Trough overview

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Self-hosted LLM API cost monitor in 30 seconds.

Single binary. Free to start. $2.99/mo for Pro.

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