AgentIndex icon
AgentIndex
dunetrace logo
dunetrace
★ 68
vs
holmesgpt logo
holmesgpt
★ 3.7k

dunetrace vs holmesgpt

dunetrace: Dunetrace monitors every run of AI agents in real-time, detecting structural failures like tool loops, retry storms, and context bloat within 15 seconds of completion. It fires alerts via Slack or webhook, provides plain-English explanations, and offers one-click fixes through Langfuse or GitHub PRs.; 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

dunetrace logo
dunetraceObservability · ★ 68

Monitor production AI agents for silent failures like tool loops and cost spikes

Read dunetrace 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
dunetrace logodunetrace
holmesgpt logoholmesgpt
Category
Observability
Observability
Stars
★ 68
★ 3.7k
License
NOASSERTION
Apache-2.0
Install Command
git clone https://github.com/dunetrace/dunetrace && cd dunetrace && cp .env.example .env && docker compose build && docker compose up -d
git clone https://github.com/HolmesGPT/holmesgpt.git
Updated
1mo ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-observability, ai, ai-agents
AI Agent, Cloud Troubleshooting, Observability
03

Features

dunetrace logodunetrace
01Real-time monitoring with 15-second alert latency
0217 automatic structural detectors (no configuration needed)
03Diagnose with plain-English explanations and LLM-powered root-cause analysis (via Langfuse)
04One-click fix application (prompt version or GitHub PR)
05Policies for mid-run guardrails (cost cap, tool call limit)
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

dunetrace logodunetrace
↳Monitor production AI agents for silent failures like tool loops and cost spikes
↳Automatically detect and alert on agent behavioral anomalies
↳Quickly diagnose and fix agent issues with one-click actions
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

dunetrace logodunetrace
—
holmesgpt logoholmesgpt
Trending
FAQ

FAQ

What is the difference between dunetrace and holmesgpt?
Both dunetrace and holmesgpt are in the Observability category. dunetrace has 68 stars, while holmesgpt has 3.7k stars.
Which is better, dunetrace or holmesgpt?
The best choice depends on your use case. Choose dunetrace if Monitor production AI agents for silent failures like tool loops and cost spikes, and holmesgpt if Automated cloud troubleshooting and root cause analysis for operational issues..
Is dunetrace free or open source?
Yes, dunetrace is open source on GitHub (NOASSERTION).
Is holmesgpt free or open source?
Yes, holmesgpt is open source on GitHub (Apache-2.0).
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