vendor · observability
AgentOps vs Fiddler AI
45 fields both were evaluated on, 23 of them different — including where one discloses something the other does not. Every value links to the document it came from. 22 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | AgentOps | Fiddler AI |
|---|---|---|
| Audit trail· | “Keep a full data trail of logs, errors, and prompt injection attacks from prototype to production”www.agentops.ai · checked Aug 1, 2026 | Every enforcement decision is recorded with who triggered it and what happened, giving you audit evidence ready for GRC standards and AI regulations. “Auditable Governance Every enforcement decision is recorded with who triggered it and what happened, giving you audit evidence ready for GRC standards and AI regulations.”www.fiddler.ai · checked Aug 6, 2026 |
| Explainability· | “Visualize Visually track events such as LLM calls, tools, and multi-agent interactions. Time Travel Debugging Rewind and replay agent runs with point in time precision.”www.agentops.ai · checked Aug 1, 2026 | See every action, token, and dollar by user and team for fleet-wide intelligence “See the performance of all your agents in a single pane of glass. See every action, token, and dollar by user and team for fleet-wide intelligence”www.fiddler.ai · checked Aug 6, 2026 |
| Runtime governance· | Fiddler Guardrails enforce policy inline, at the agent's request and response path, in under 80ms, so violations are stopped before data ever leaves your network “Fiddler Guardrails enforce policy inline, at the agent's request and response path, in under 80ms, so violations are stopped before data ever leaves your network, not flagged after the fact.”www.fiddler.ai · checked Aug 6, 2026 | |
| Permission scopes· | no public information www.fiddler.ai · checked Aug 6, 2026 | |
| Compliance certifications· | Fiddler states it complies with HIPAA “Fiddler is in compliance with the U.S. Health Insurance and Accountability Act (HIPAA)”www.fiddler.ai · checked Aug 26, 2026 | |
| Regulatory alignment· | audit evidence ready for GRC standards and AI regulations “Auditable Governance Every enforcement decision is recorded with who triggered it and what happened, giving you audit evidence ready for GRC standards and AI regulations.”www.fiddler.ai · checked Aug 6, 2026 | |
| Service type· | “The leading developer platform for building AI agents and LLM apps. Agent observability for OpenAI, CrewAI, Autogen, and 400+ LLMs and frameworks.”www.agentops.ai · checked Aug 1, 2026 | no public information www.fiddler.ai · checked Aug 6, 2026 |
| Underwriting backing· | no public information www.fiddler.ai · checked Aug 6, 2026 | |
| Client types· | no public information www.agentops.ai · checked Aug 1, 2026 | software and AI engineers, data scientists, platform and DevOps teams, and security and compliance teams “Who uses Fiddler AI? Fiddler AI is used by organizations deploying agents across all industries, as well as highly regulated industries like financial services , healthcare , insurance , and government . Within these organizations, the typical users are software and AI engineers, data scientists, platform and DevOps teams, and security and compliance teams responsible for keeping agents and predictive models accurate, safe, and compliant across their lifecycle.”www.fiddler.ai · checked Aug 6, 2026 |
Safety
| Field | AgentOps | Fiddler AI |
|---|---|---|
| Data handling· | no public information www.agentops.ai · checked Aug 1, 2026 |
Practicality
| Field | AgentOps | Fiddler AI |
|---|---|---|
| Pricing model· | no public information www.agentops.ai · checked Aug 1, 2026 | usage-based at $0.002 per trace “We offer three plans, and we work with customers to find the right fit based on their specific use cases and needs, rather than a one-size-fits-all package. The Free plan includes real-time guardrails powered by Fiddler Centor Models at under 80ms latency , protecting against hallucinations, toxicity, PII/PHI, prompt injection, and jailbreak attempts. The Developer plan is usage-based at $0.002 per trace and adds unified observability for agentic and predictive systems, custom evaluators, and SSO. The Enterprise plan adds enterprise-grade guardrails, flexible deployment (SaaS, VPC, or on-premises), infrastructure scalability, and white-glove support with a named Customer Success Manager and customized onboarding.”www.fiddler.ai · checked Aug 6, 2026 |
| Price point· | no public information www.agentops.ai · checked Aug 1, 2026 | $0.002 per trace “The Developer plan is usage-based at $0.002 per trace”www.fiddler.ai · checked Aug 6, 2026 |
| Availability· | no public information www.agentops.ai · checked Aug 1, 2026 | Free plan, Developer plan, Enterprise plan “We offer three plans, and we work with customers to find the right fit based on their specific use cases and needs, rather than a one-size-fits-all package. The Free plan includes real-time guardrails powered by Fiddler Centor Models at under 80ms latency , protecting against hallucinations, toxicity, PII/PHI, prompt injection, and jailbreak attempts. The Developer plan is usage-based at $0.002 per trace and adds unified observability for agentic and predictive systems, custom evaluators, and SSO. The Enterprise plan adds enterprise-grade guardrails, flexible deployment (SaaS, VPC, or on-premises), infrastructure scalability, and white-glove support with a named Customer Success Manager and customized onboarding.”www.fiddler.ai · checked Aug 6, 2026 |
| Deployment options· | no public information www.agentops.ai · checked Aug 1, 2026 | SaaS, VPC, or on-premises “The Enterprise plan adds enterprise-grade guardrails, flexible deployment (SaaS, VPC, or on-premises), infrastructure scalability, and white-glove support with a named Customer Success Manager and customized onboarding.”www.fiddler.ai · checked Aug 6, 2026 |
| Integrations· | no public information www.agentops.ai · checked Aug 1, 2026 | Azure OpenAI, Amazon Bedrock, LangGraph, and 100+ other providers “Fiddler is model- and cloud-agnostic, working across Azure OpenAI, Amazon Bedrock, LangGraph, and 100+ other providers”www.fiddler.ai · checked Aug 6, 2026 |
| Supported regions· | no public information www.agentops.ai · checked Aug 1, 2026 | AWS GovCloud “Built for the Enterprise and Government Security and scale in SaaS, VPC, and AWS GovCloud.”www.fiddler.ai · checked Aug 6, 2026 |
| Support model· | no public information www.agentops.ai · checked Aug 1, 2026 | White-glove support at every stage of your AI journey, backed by our engineering and data science expertise “Customer Centric White-glove support at every stage of your AI journey, backed by our engineering and data science expertise to align AI deployments with business outcomes.”www.fiddler.ai · checked Aug 6, 2026 |
Ecosystem
| Field | AgentOps | Fiddler AI |
|---|---|---|
| API access· | no public information www.fiddler.ai · checked Aug 6, 2026 | |
| Marketplace presence· | no public information www.agentops.ai · checked Aug 1, 2026 | AWS Preferred Partner “AWS Preferred Partner Run Fiddler AI Observability securely within Amazon SageMaker Studio.”www.fiddler.ai · checked Aug 6, 2026 |
Impact
| Field | AgentOps | Fiddler AI |
|---|---|---|
| User base· | “4,000+ Powering thousands of engineers building reliable agents”www.agentops.ai · checked Aug 1, 2026 | Fortune 100 organizations “Fortune 100 organizations use Fiddler to deliver high performance agentic and predictive applications, protect from costly risks, and maximize ROI.”www.fiddler.ai · checked Aug 6, 2026 |
| Deployment scale· | “Powering thousands of engineers building reliable agents”www.agentops.ai · checked Aug 1, 2026 | “Fortune 100 organizations use Fiddler to deliver high performance agentic and predictive applications, protect from costly risks, and maximize ROI.”www.fiddler.ai · checked Aug 6, 2026 |
| Target sectors· | “Deploying your agents to production? We're here to help.”www.agentops.ai · checked Aug 1, 2026 | financial services, healthcare, insurance, and government “Fiddler AI is used by organizations deploying agents across all industries, as well as highly regulated industries like financial services , healthcare , insurance , and government .”www.fiddler.ai · checked Aug 6, 2026 |
| High-risk domains· | no public information www.agentops.ai · checked Aug 1, 2026 | financial services, healthcare, insurance, and government “Fiddler AI is used by organizations deploying agents across all industries, as well as highly regulated industries like financial services , healthcare , insurance , and government .”www.fiddler.ai · checked Aug 6, 2026 |
Disclosed by neither
Both AgentOps and Fiddler AI publish nothing on these 22 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 22 identical table rows. Each is shown with its source check on the individual profiles.
- Documented incidents
- Protocols supported
- Open source
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
- Regulatory status
Questions
- How do AgentOps and Fiddler AI compare on high-risk domains?
- AgentOps: no public information disclosed. Fiddler AI: financial services, healthcare, insurance, and government.
- How do AgentOps and Fiddler AI compare on pricing model?
- AgentOps: no public information disclosed. Fiddler AI: usage-based at $0.002 per trace.
- How do AgentOps and Fiddler AI compare on price point?
- AgentOps: no public information disclosed. Fiddler AI: $0.002 per trace.
- How do AgentOps and Fiddler AI compare on availability?
- AgentOps: no public information disclosed. Fiddler AI: Free plan, Developer plan, Enterprise plan.
- How do AgentOps and Fiddler AI compare on deployment options?
- AgentOps: no public information disclosed. Fiddler AI: SaaS, VPC, or on-premises.
- How do AgentOps and Fiddler AI compare on integrations?
- AgentOps: no public information disclosed. Fiddler AI: Azure OpenAI, Amazon Bedrock, LangGraph, and 100+ other providers.