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Categories/AI & Automation/AI Observability

AI Observability Software

26 products available

LLM monitoring and observability

26

Products

3

Free Tools

37

Avg Score

Filter:
AllFreeFreemiumPaid
Sort:

Showing 26 results

1
Anodot logo

Anodot

AI business monitoring

paid
2
Weights & Biases logo

Weights & Biases

ML experiment tracking

freemium
3
MLflow logo

MLflow

Open-source MLOps platform

free
4
Weights & Biases logo

Weights & Biases

MLOps platform for AI developers

freemium
5
AppDynamics logo

AppDynamics

Application performance monitoring for enterprises

paid
6
Neptune.ai logo

Neptune.ai

Experiment tracking for ML teams

freemium
7
Comet ML logo

Comet ML

Machine learning experiment tracking platform

paid
8
Helicone logo

Helicone

Build reliable AI apps with Helicone: AI Gateway & LLM Observability for debugging, routing, and analysis.

freemium
9
ClearML logo

ClearML

Open-source MLOps platform for experiment tracking

freemium
10
Lacework logo

Lacework

Data-driven cloud security

paid
11
Langfuse logo

Langfuse

Open Source LLM Engineering Platform for debugging and improving your LLM application.

freemium
12
Portkey logo

Portkey

Production stack for Gen AI builders: AI Gateway, Observability, Guardrails, Governance, and Prompt Management.

freemium
13
Lakera logo

Lakera

The AI-native security platform to accelerate GenAI development and protect against emerging threats.

freemium
14
LangSmith logo

LangSmith

Debug, monitor, and optimize your LLM applications and AI agents with comprehensive observability.

freemium
15
ClaudeUsageBar logo

ClaudeUsageBar

Track your Claude AI usage directly from your macOS menu bar.

free
16
Snorkel AI logo

Snorkel AI

Advance frontier AI by designing and pressure testing datasets and evaluations for real-world performance.

paid
17
Seldon Core logo

Seldon Core

Take control of ML and AI complexity in production environments.

freemium
18
WhyLabs logo

WhyLabs

Open-source tools for responsible AI observability and monitoring.

free
19
Fiddler AI logo

Fiddler AI

An AI Control Plane for enterprise agents, offering observability, security, and governance.

freemium
20
Soda Core logo

Soda Core

Automate data quality detection, explanation, and resolution with AI-powered data observability.

freemium
21
Monte Carlo logo

Monte Carlo

Close the loop between data inputs and agent outputs with an end-to-end Data and AI Observability Platform.

paid
22
Mezmo logo

Mezmo

AI-driven observability and telemetry pipeline for agentic operations.

paid
23
Chronosphere logo

Chronosphere

Observability platform purpose-built for Kubernetes, microservices, and containers with AI-guided troubleshooting.

freemium
24
Groundcover logo

Groundcover

Monitor cloud and on-prem environments with full data, lower costs, and complete control.

freemium
25
AgentOps logo

AgentOps

Monitor, evaluate, and improve your AI agents with comprehensive observability.

freemium
26
Shelf logo

Shelf

Next-generation knowledge management for accurate and trusted GenAI answers.

paid

Popular AI Observability Comparisons

AnodotvsWeights & BiasesAnodotvsMLflowWeights & BiasesvsMLflowWeights & BiasesvsWeights & BiasesMLflowvsWeights & BiasesMLflowvsAppDynamicsWeights & BiasesvsAppDynamicsWeights & BiasesvsNeptune.aiAppDynamicsvsNeptune.aiAppDynamicsvsComet MLNeptune.aivsComet MLNeptune.aivsHelicone
View all AI Observability comparisons →

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AI AssistantsAI Image GenerationAI Video GenerationAI VoiceAI AgentsAI ResearchWorkflow AutomationRPA

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What is AI Observability Software?

AI Observability software helps businesses and individuals streamline their workflows by providing specialized tools designed for ai observability-related tasks. These solutions range from simple, free tools to comprehensive enterprise platforms, each offering different capabilities to match various needs and budgets. Whether you're a solo entrepreneur or managing a large team, the right ai observability tool can significantly improve your productivity and results.

Key Features to Look For

  • Intuitive user interface that minimizes the learning curve
  • Integration capabilities with popular tools and platforms
  • Collaboration features for team-based workflows
  • Analytics and reporting to track performance
  • Mobile accessibility for working on the go
  • Customization options to fit your specific needs
  • Reliable customer support and documentation

Benefits of AI Observability Software

  • Save time by automating repetitive tasks
  • Improve accuracy and reduce human errors
  • Enhance team collaboration and communication
  • Gain insights through data-driven analytics
  • Scale your operations without proportional cost increases
  • Stay competitive with modern, efficient workflows

How to Choose the Right AI Observability Software

When choosing ai observability software, start by clearly defining your requirements. Consider your team size, budget constraints, and must-have features. Look for tools that offer free trials so you can test the interface and functionality before committing. Pay attention to integration options with your existing tech stack, and don't overlook the importance of good customer support. Reading user reviews on platforms like Toolradar can provide valuable insights from people who've actually used these tools in real-world scenarios.

Frequently Asked Questions About AI Observability Software

Based on user reviews and our editorial analysis, Anodot is currently the top-rated ai observability software. However, the "best" choice depends on your specific needs, budget, and use case. We recommend comparing multiple options using our detailed reviews and comparison tools.

This guide was last updated in February 2026. We regularly review and update our recommendations to ensure accuracy.