AgentIndex icon
AgentIndex
lmnr logo
lmnr
★ 3.4k
vs
ongrid logo
ongrid
★ 1.2k

lmnr vs ongrid

lmnr: Laminar is an open-source observability platform specifically designed for AI agents. It provides comprehensive tools for tracing, evaluation, and monitoring of AI agent behavior and performance.; ongrid: Ongrid is a self-hosted ops agent that correlates metrics, logs, traces and topology to find the root cause of incidents and can investigate alerts automatically. It works from Slack, Telegram, Larksuite, DingTalk or WeCom, reaches hosts through an outbound-only edge agent, and keeps risky actions behind approvals.

01

TL;DR

lmnr logo
lmnrObservability · ★ 3.4k

Debugging and understanding the execution flow and internal states of AI agents.

Read lmnr full review →
ongrid logo
ongridObservability · ★ 1.2k

Investigating production alerts from a team chat channel

Read ongrid full review →
02

Side-by-Side Comparison

Field
lmnr logolmnr
ongrid logoongrid
Category
Observability
Observability
Stars
★ 3.4k
★ 1.2k
License
Apache-2.0
AGPL-3.0
Install Command
git clone https://github.com/lmnr-ai/lmnr && cd lmnr && docker compose up -d
wget https://github.com/ongridio/ongrid/releases/download/v0.18.2/ongrid-v0.18.2-linux-amd64.tar.xz && tar -xf ongrid-v0.18.2-linux-amd64.tar.xz && cd ongrid-v0.18.2-linux-amd64 && sudo ./install.sh
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Observability, Tracing, LLM Evals
aiops, root-cause-analysis, observability
03

Features

lmnr logolmnr
01OpenTelemetry-native tracing SDK with support for various AI SDKs (Vercel AI SDK, LangChain, OpenAI, etc.).
02Unopinionated, extensible SDK and CLI for running evals, with a UI for visualizing and comparing results.
03AI monitoring with the ability to define events using natural language descriptions to track agent behavior.
04SQL access to all collected data (traces, metrics, events) via a built-in SQL editor and API.
05High-performance architecture written in Rust, featuring a custom real-time engine and ultra-fast full-text search.
ongrid logoongrid
01Coordinator agent dispatching to SRE, network and database specialist sub-agents
02Alert-triggered investigation and root-cause analysis across metrics, logs, traces and topology
03Bundled Prometheus, Loki, Tempo and Grafana stack installed with one script
04Zero inbound ports: edge agents dial out, with audited browser SSH and read-only host tools
05Kubernetes lifecycle management, network device discovery and an approval gate for writes
04

Use Cases

lmnr logolmnr
↳Debugging and understanding the execution flow and internal states of AI agents.
↳Evaluating the performance, quality, and reliability of AI agents and their responses.
↳Monitoring AI agents in production for anomalies, logical errors, and custom business behaviors.
ongrid logoongrid
↳Investigating production alerts from a team chat channel
↳Giving a small ops team an AI assistant over existing monitoring data
↳Managing Kubernetes clusters and host fleets without opening inbound ports
05

Best For

lmnr logolmnr
EssentialTrending
ongrid logoongrid
Trending
FAQ

FAQ

What is the difference between lmnr and ongrid?
Both lmnr and ongrid are in the Observability category. lmnr has 3.4k stars, while ongrid has 1.2k stars.
Which is better, lmnr or ongrid?
The best choice depends on your use case. Choose lmnr if Debugging and understanding the execution flow and internal states of AI agents., and ongrid if Investigating production alerts from a team chat channel.
Is lmnr free or open source?
Yes, lmnr is open source on GitHub (Apache-2.0).
Is ongrid free or open source?
Yes, ongrid is open source on GitHub (AGPL-3.0).
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Alternatives to lmnr →Alternatives to ongrid →lmnr details →ongrid details →