AgentIndex icon
AgentIndex
opentrace logo
opentrace
★ 15
vs
holmesgpt logo
holmesgpt
★ 3.7k

opentrace vs holmesgpt

opentrace: OpenTrace is a self-hosted server that connects your AI coding agent directly to production observability data via MCP. It eliminates manual copy-pasting of stack traces and logs, enabling the agent to search logs, investigate errors, analyze slow queries, and more. It uses a custom columnar storage engine and runs on a cheap $4/month VM.; holmesgpt: HolmesGPT is an AI agent designed for cloud troubleshooting and alert investigation. It connects AI models with live observability data and organizational knowledge to find root causes and suggest remediations.

01

TL;DR

opentrace logo
opentraceObservability · ★ 15

Quickly diagnose production errors without manual context gathering

Read opentrace full review →
holmesgpt logo
holmesgptObservability · ★ 3.7k

Automated cloud troubleshooting and root cause analysis for operational issues.

Read holmesgpt full review →
02

Side-by-Side Comparison

Field
opentrace logoopentrace
holmesgpt logoholmesgpt
Category
Observability
Observability
Stars
★ 15
★ 3.7k
License
MIT
Apache-2.0
Install Command
curl -fsSL https://raw.githubusercontent.com/adham90/opentrace/main/scripts/install.sh | bash
git clone https://github.com/HolmesGPT/holmesgpt.git
Updated
1mo ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
alerting, claude, cursor
AI Agent, Cloud Troubleshooting, Observability
03

Features

opentrace logoopentrace
01Search and debug logs with full-text search across all services
02Automatic error grouping and investigation with impact scores
03Deep request capture including SQL queries, external API calls, and waterfall timelines
04Database query analysis with EXPLAIN ANALYZE and N+1 detection
05Custom columnar storage engine for efficient and low-cost log storage
holmesgpt logoholmesgpt
01Investigates cloud problems, finds root causes, and suggests remediations
02Dozens of built-in integrations for cloud providers, observability tools, and on-call systems
03Utilizes an agentic loop to analyze data from multiple sources
04Supports custom data sources and runbooks for tailored investigations
05Provides end-to-end automation for alert investigation and analysis reporting
04

Use Cases

opentrace logoopentrace
↳Quickly diagnose production errors without manual context gathering
↳Analyze slow queries and performance bottlenecks in real-time
↳Assess deployment risk by correlating errors with recent commits
holmesgpt logoholmesgpt
↳Automated cloud troubleshooting and root cause analysis for operational issues.
↳Proactive investigation of alerts from various monitoring and on-call systems (e.g., Prometheus, PagerDuty).
↳Leveraging internal documentation and knowledge bases for incident resolution and remediation.
05

Best For

opentrace logoopentrace
—
holmesgpt logoholmesgpt
Trending
FAQ

FAQ

What is the difference between opentrace and holmesgpt?
Both opentrace and holmesgpt are in the Observability category. opentrace has 15 stars, while holmesgpt has 3.7k stars.
Which is better, opentrace or holmesgpt?
The best choice depends on your use case. Choose opentrace if Quickly diagnose production errors without manual context gathering, and holmesgpt if Automated cloud troubleshooting and root cause analysis for operational issues..
Is opentrace free or open source?
Yes, opentrace is open source on GitHub (MIT).
Is holmesgpt free or open source?
Yes, holmesgpt is open source on GitHub (Apache-2.0).
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