Best Tools for Agencies 2026

Updated: February 2026

Professional tools for marketing, design, and creative agencies. Manage clients, projects, and deliverables at scale. We've curated 15 tools specifically suited for agencies.

Key Takeaways

  • Monte Carlo is our #1 pick for ai observability for agencies in 2026.
  • We analyzed 15 ai observability for agencies tools to create this ranking.
  • 10 tools offer free plans, perfect for getting started.
  • Average editorial score: 6/100 - high-quality category.

15 AI Observability Tools for Agencies

1
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
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2
Soda Core logo

Soda Core

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

Freemium
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3
Chronosphere logo

Chronosphere

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

Freemium
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Mezmo logo

Mezmo

AI-driven observability and telemetry pipeline for agentic operations.

Paid
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Shelf logo

Shelf

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

Paid
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AgentOps logo

AgentOps

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

Freemium
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Groundcover logo

Groundcover

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

Freemium
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Lakera logo

Lakera

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

Freemium
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LangSmith logo

LangSmith

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

Freemium
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Snorkel AI logo

Snorkel AI

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

Paid
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Fiddler AI logo

Fiddler AI

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

Freemium
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Best AI Observability for Other Use Cases

Frequently Asked Questions

What is the best ai observability tool for agencies?

Based on our analysis, Monte Carlo is the top choice for agencies, with a score of /100.

Are there free ai observability tools for agencies?

Yes! Soda Core, Chronosphere, AgentOps offer free plans suitable for agencies.