Top 12 Fiddler AI alternatives

Comparable Tools AI agents, ranked by popularity. Not sold on Fiddler AI? These are the closest options worth a look.

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Fiddler AI

Fiddler AI is an AI observability and security platform designed to monitor, analyze, and govern machine learning (ML), generative AI (GenAI), and large language model (LLM) applications. It provides centralized controls to ensure responsible AI deployment by tracking model performance, detecting anomalies, and enforcing governance policies. The platform helps enterprises scale AI deployments while maintaining trust and reducing risks.

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Best Fiddler AI alternatives

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Arch Tools

Tools

Arch Tools provides a suite of 61 production-ready AI API tools for data science workflows, including code analysis, web...

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2
C

ClawMoat

Tools

Open-source runtime security scanner for AI agents. Detects prompt injection, jailbreak, PII leakage, memory poisoning, ...

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4
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HyperAgency

Tools

Agentic AI operating system (h9y.ai) that replaces brittle/fragmented automations with long-lived, self-improving system...

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5
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Frostbyte MCP

OSS
Tools

Frostbyte MCP is an open-source, self-hostable AI tool that provides a unified API for 40+ services, including real-time...

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6
A

Agentfield

OSS
Tools

Agentfield is an open-source control plane for deploying and managing AI agents as distributed microservices. It provide...

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7
A

Agentic Signal

OSS
Tools

Agentic Signal is an open-source, self-hostable platform for creating AI-powered workflows with local LLM integration. I...

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8
A

Ambrosia

OSS
Tools

Ambrosia is an open-source tool that leverages large language models (LLMs) to clean and preprocess LLM-generated datase...

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9
A

Aqueduct

OSS
Tools

Aqueduct is an open-source platform that simplifies the orchestration of AI and ML workflows across cloud environments. ...

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10
A

Arize AI

Tools

Arize AI provides machine learning observability tools to monitor, troubleshoot, and explain model performance in produc...

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CatalyzeX

Tools

CatalyzeX is a browser extension (Chrome and Firefox) that automatically detects and surfaces code implementations for m...

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