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Alternatives to Fiddler AI

30 tools that compete with or replace Fiddler AI. Ranked by direct product-type match — not generic category overlap.

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Iris.ai

Iris.ai

AI knowledge foundation for regulated enterprises, turning complex data into auditable, explainable intelligence.

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Norm.ai

Norm.ai

Agentic law platform embedding legal judgment into AI for verifiable compliance.

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Sharbo

Sharbo

AI observability for cyber-physical systems with continual learning

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Weights & Biases

Weights & Biases

ML experiment tracking and LLM development platform for teams

FreemiumTry
Zenity

Zenity

Enterprise security and governance for agentic AI across every environment.

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Goodfire

Goodfire

Mechanistic interpretability platform to understand, debug, and design AI models

FreemiumTry
SailPoint

SailPoint

Enterprise-grade identity governance securing humans, machines, and AI agents with adaptive access controls

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Opencompass

Opencompass

Open-source LLM & VLM evaluation platform for standardized benchmarking

FreeTry
Credo AI

Credo AI

Enterprise AI governance platform for agents, models, and apps, from intake to runtime.

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Securiti

Securiti

Unified data security, privacy, and AI governance platform for hybrid multicloud enterprises

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Galileo AI Evals

Galileo AI Evals

AI observability and eval engineering platform that turns offline evals into production guardrails.

FreemiumTry
Confident AI

Confident AI

Enterprise LLM evaluation, observability, and red teaming in one platform.

FreemiumTry
OneTrust

OneTrust

Enterprise AI governance platform unifying privacy, data, and tech risk

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Galileo

Galileo

AI observability and eval engineering platform that turns offline evals into production guardrails.

FreemiumTry
Island

Island

Enterprise browser that embeds security, network, and AI governance into the browsing experience.

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ActiveFence

ActiveFence

Enterprise AI red-teaming and runtime guardrails for GenAI apps, agents, and models—from build to production.

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Dataiku

Dataiku

Enterprise AI platform uniting data, ML, LLMs, and agents with end-to-end governance.

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Holistic AI

Holistic AI

End-to-end enterprise AI governance for discovery, risk testing, and automated compliance.

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BotCity

BotCity

Python + AI governance platform with real-time endpoint visibility and control.

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Nightfall AI

Nightfall AI

AI-native DLP platform to control data across AI agents, MCP servers, endpoints, and SaaS.

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Arya.ai

Arya.ai

Pre-built AI models for finance, from fraud detection to agentic workflow orchestration.

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Arize Phoenix

Arize Phoenix

Open-source LLM agent observability with tracing, evals, and experiments

FreemiumTry
Dash0

Dash0

OpenTelemetry-native observability with AI SRE Agent0 for automated production insight.

FreemiumTry
Sprinto

Sprinto

Automate compliance, vendor risk, and AI governance with Sprinto

PaidTry
LangSmith

LangSmith

AI agent observability and evaluation platform for LLM apps

FreemiumTry
Langfuse

Langfuse

Open-source LLM observability for tracing, evaluating, and optimizing AI agents end-to-end.

FreemiumTry
Comet

Comet

AI observability and evals that auto-fix agent code via git

FreemiumTry
Lilypad

Lilypad

Open-source OpenTelemetry observability for Python LLM apps

FreeTry
DataRobot

DataRobot

Unified agent workforce platform to build, operate, and govern AI agents at enterprise scale.

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WhyLabs

WhyLabs

Open-source AI observability for privacy-preserving logging and LLM security

FreeTry

Frequently asked questions

What are the best alternatives to Fiddler AI?

We currently list 30 alternatives to Fiddler AI: Iris.ai, Norm.ai, Sharbo, Weights & Biases, Zenity. Each is ranked by direct product-type match rather than generic category overlap.

How do you choose which Fiddler AI alternatives to show?

Alternatives are ranked by direct product-type match — tools that do the same job — not by shared category tags. Every listed tool is independently re-verified on a continuous cycle.