CheckOps
Fiddler AI
Fiddler AI is a commercial AI observability and governance platform for agents, LLMs and ML models, with guardrails, evaluations and monitoring; CrowdStrike has announced it will acquire Fiddler.
- SaaS
- Paid
- LLM & agent evaluation
- AI-enabled testing
- Free tier
- LLM Observability
- LLM Guardrails
- Production monitoring & observability
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Introduction
Fiddler AI positions itself as an AI control plane: a system of trust for the agentic lifecycle. Its site lists understanding every agent decision, enforcing enterprise AI policies with fast guardrails, centralised governance and compliance, and fast, cost-effective models for evaluation.
The platform covers ML model monitoring, explainability, LLM and agent observability, and guardrails. Its homepage announces that CrowdStrike is to acquire Fiddler to deliver agent observability, so product packaging may change.
In the quality loop Fiddler is a production monitoring and governance layer.
Teams evaluating it should confirm how the acquisition affects contracts and roadmaps.
Features
- Agent observability: Trace agent decisions.
- Guardrails: Policy enforcement.
- Evaluations: Purpose-built evaluation models.
- ML monitoring: Drift and performance.
- Explainability: Model explanations.
- Governance: Compliance reporting.
Pros
- Enterprise focus: Governance and compliance features.
Cons
- Acquisition pending: CrowdStrike deal may change packaging.
- Enterprise pricing: Larger plans via sales.
- Hosted: Data goes to the platform.
Usage and Links (Example)
- Sign up for the free plan.
- Instrument your agent or model with Fiddler’s SDK.
- Configure guardrails and monitoring alerts.
Resources:
Pricing
Fiddler’s pricing page lists a Free plan, usage pricing of $0.002 per trace for the next tier, and enterprise plans through sales.
Recommended for?
- Enterprises needing AI governance and monitoring.
Conclusion
Fiddler offers broad AI observability and governance.
Watch for changes as the CrowdStrike acquisition proceeds.
On CheckOps, Fiddler AI is filed under the Production monitoring & observability stage. Related tools listed here include Langfuse, Laminar, Helicone, OpenLLMetry, AgentOps and Arize Phoenix. A short trial on a real project, with your own code, data and pipeline, is usually the fastest way to choose between them, because fit matters more than feature lists. Facts here come from the official site, documentation and repository, checked on 11 November 2026.
Compare
CheckOps pages that put Fiddler AI next to related tools. There is no paid placement on these lists.
Alternatives
Other tools on CheckOps that cover similar ground. Open a page, or compare one with Fiddler AI side by side.
LLangfuseLangfuse is an open-source platform for LLM traces, prompts, and evals. Self-hosting is free; Langfuse Cloud is paid after a hobby tier.Compare with Fiddler AI
LLaminarLaminar is an Apache-2.0 open-source observability platform for AI agents with OpenTelemetry-native tracing, evaluations and natural-language signals that flag agent failures.Compare with Fiddler AI
HHeliconeHelicone is an Apache-2.0 open-source AI gateway and LLM observability platform that logs requests, costs and latency with one line of code, plus prompt experiments and evaluations.Compare with Fiddler AI
OOpenLLMetryOpenLLMetry is an Apache-2.0 set of OpenTelemetry extensions from Traceloop that instrument LLM providers, vector databases and frameworks, sending traces to any OTel backend.Compare with Fiddler AI
AAgentOpsAgentOps is an MIT Python SDK and app for monitoring AI agents, tracking LLM calls, costs, tool use and sessions, with replays for debugging agent runs.Compare with Fiddler AI
AArize PhoenixArize Phoenix is an open-source (Elastic License 2.0) AI observability and evaluation tool for tracing, evaluating and improving LLM apps and agents, with a hosted Arize AX tier.Compare with Fiddler AI