vendor · observability
Fiddler AI vs NOFireAI
49 fields both were evaluated on, 26 of them different — including where one discloses something the other does not. Every value links to the document it came from. 23 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Fiddler AI | NOFireAI |
|---|---|---|
| Liability cap· | no public information www.fiddler.ai · checked Aug 6, 2026 | Terms of Service cap total aggregate liability at $100.00 “IN NO EVENT WILL THE TOTAL LIABILITY OF THE NOFIRE AI PARTIES TO YOU FOR ALL DAMAGES, LOSSES, AND CAUSES OF ACTION (WHETHER IN CONTRACT OR TORT, INCLUDING, BUT NOT LIMITED TO, NEGLIGENCE OR OTHERWISE) ARISING FROM OR RELATED TO THE TERMS, THE CONTENT, AND/OR YOUR USE OF THE SITE, EXCEED, IN THE AGGREGATE, $100.00.”nofire.ai · checked Aug 29, 2026 |
| Audit trail· | 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 | Policy verdicts on agent actions are signed into the customer's existing audit tools “the verdict is signed into the tools you already audit”nofire.ai · checked Sep 16, 2026 |
| Tamper-evident log· | no public information www.fiddler.ai · checked Aug 6, 2026 | Audit logs are immutable and tamper-evident, streamed to the customer's SIEM as signed receipts “Immutable, tamper-evident logs of every action. Streamed to your SIEM as signed receipts.”nofire.ai · checked Aug 29, 2026 |
| Explainability· | 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 | Root-cause findings link every claim to its supporting evidence “with every claim linked to its evidence”nofire.ai · checked Sep 16, 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 | Every unattended agent action is checked against policy before it runs, at runtime “Every agent action is checked against policy before it runs, and the verdict is signed into the tools you already audit.”nofire.ai · checked Sep 16, 2026 |
| Permission scopes· | no public information www.fiddler.ai · checked Aug 6, 2026 | Agent-generated code runs in an isolation boundary under a grant that is scoped, time-limited and bound to its task “under a grant that is scoped, time-limited and bound to its task”nofire.ai · checked Sep 16, 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 | no public information nofire.ai · checked Sep 16, 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 | no public information nofire.ai · checked Sep 16, 2026 |
| Dispute process· | no public information www.fiddler.ai · checked Aug 6, 2026 | Disputes are settled by binding commercial arbitration in Wilmington, Delaware under JAMS rules; class actions waived “Any dispute arising from or relating to the subject matter of these Terms shall be finally settled in Wilmington, Delaware, in English, in accordance with the Streamlined Arbitration Rules and Procedures of Judicial Arbitration and Mediation Services, Inc.”nofire.ai · checked Aug 29, 2026 |
| Evaluation coverage· | no public information www.fiddler.ai · checked Aug 6, 2026 | 89% root-cause accuracy on a public, rerunnable benchmark “89% root-cause accuracy · A public benchmark you can rerun”nofire.ai · checked Sep 16, 2026 |
| Self-reported performance· | no public information www.fiddler.ai · checked Aug 16, 2026 | 89% root-cause accuracy on a public, rerunnable benchmark “89% root-cause accuracy · A public benchmark you can rerun”nofire.ai · checked Sep 16, 2026 |
| Service type· | no public information www.fiddler.ai · checked Aug 6, 2026 | NOFire maps every production change and identifies the one that caused an incident, with supporting evidence “NOFire maps every change in your production, by human or agent, and hands you the one that broke it, with the proof.”nofire.ai · checked Sep 16, 2026 |
| Client types· | 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 | no public information nofire.ai · checked Sep 16, 2026 |
Safety
| Field | Fiddler AI | NOFireAI |
|---|---|---|
| Data handling· | Read-only telemetry access; data stays in the customer's own tools; EU data residency available “Read-only access. Your telemetry stays where it lives. EU data residency available.”nofire.ai · checked Sep 16, 2026 |
Practicality
| Field | Fiddler AI | NOFireAI |
|---|---|---|
| Pricing model· | 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 | no public information nofire.ai · checked Aug 1, 2026 |
| Price point· | $0.002 per trace “The Developer plan is usage-based at $0.002 per trace”www.fiddler.ai · checked Aug 6, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Availability· | 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 | no public information nofire.ai · checked Aug 1, 2026 |
| Deployment options· | 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 | no public information nofire.ai · checked Sep 16, 2026 |
| Integrations· | 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 | Ingests metrics, logs and traces from observability tools including Grafana, Prometheus, Datadog, Dynatrace, New Relic and Splunk “Metrics, logs, and traces as evidence in your own tools, from Grafana and Prometheus to Datadog, Dynatrace, New Relic and Splunk.”nofire.ai · checked Sep 16, 2026 |
| Supported regions· | AWS GovCloud “Built for the Enterprise and Government Security and scale in SaaS, VPC, and AWS GovCloud.”www.fiddler.ai · checked Aug 6, 2026 | no public information nofire.ai · checked Sep 16, 2026 |
| Support model· | 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 | no public information nofire.ai · checked Aug 1, 2026 |
Ecosystem
| Field | Fiddler AI | NOFireAI |
|---|---|---|
| Marketplace presence· | AWS Preferred Partner “AWS Preferred Partner Run Fiddler AI Observability securely within Amazon SageMaker Studio.”www.fiddler.ai · checked Aug 6, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
Impact
| Field | Fiddler AI | NOFireAI |
|---|---|---|
| User base· | 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 | no public information nofire.ai · checked Aug 1, 2026 |
| Deployment scale· | “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 | no public information nofire.ai · checked Aug 1, 2026 |
| Target sectors· | 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 | no public information nofire.ai · checked Aug 1, 2026 |
| High-risk domains· | 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 | no public information nofire.ai · checked Aug 1, 2026 |
Disclosed by neither
Both Fiddler AI and NOFireAI publish nothing on these 23 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 23 identical table rows. Each is shown with its source check on the individual profiles.
- Documented incidents
- Market recognition
- Protocols supported
- API access
- Open source
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Own liability cover
- Insurance carriers
- Coverage limits
- Indemnification
- Outcome-based pricing
- Settlement mechanism
- Asset custody
- SLA terms
- Regulatory status
- Underwriting backing
Questions
- How do Fiddler AI and NOFireAI compare on user base?
- Fiddler AI: Fortune 100 organizations. NOFireAI: no public information disclosed.
- How do Fiddler AI and NOFireAI compare on target sectors?
- Fiddler AI: financial services, healthcare, insurance, and government. NOFireAI: no public information disclosed.
- How do Fiddler AI and NOFireAI compare on high-risk domains?
- Fiddler AI: financial services, healthcare, insurance, and government. NOFireAI: no public information disclosed.
- How do Fiddler AI and NOFireAI compare on pricing model?
- Fiddler AI: usage-based at $0.002 per trace. NOFireAI: no public information disclosed.
- How do Fiddler AI and NOFireAI compare on price point?
- Fiddler AI: $0.002 per trace. NOFireAI: no public information disclosed.
- How do Fiddler AI and NOFireAI compare on availability?
- Fiddler AI: Free plan, Developer plan, Enterprise plan. NOFireAI: no public information disclosed.