vendor · observability
Confident 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 | Confident AI | NOFireAI |
|---|---|---|
| Liability cap· | no public information www.confident-ai.com · checked Aug 1, 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· | “Trace every LLM call, analyze tool calls, and track agent performance in real time. Inspect every trace”www.confident-ai.com · checked Aug 1, 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.confident-ai.com · checked Aug 1, 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· | “Inspect every trace Alert on degradation Latency & cost tracking”www.confident-ai.com · checked Aug 1, 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· | “Git-based prompt versioning Manage prompts with a git-based branching workflow synced to your codebase. Teams can work in parallel, enforce merge permissions, and gate merges with eval results.”www.confident-ai.com · checked Aug 1, 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· | “RBAC AND DATA MASKING Our flexible infrastructure allows data separation between projects, custom permissions control, and masking for LLM traces.”www.confident-ai.com · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | 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· | “HIPAA, SOCII COMPLIANT”www.confident-ai.com · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | no public information nofire.ai · checked Sep 16, 2026 |
| Dispute process· | no public information www.confident-ai.com · checked Aug 1, 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 |
| SLA terms· | “99.9% UPTIME SLA We offer enterprise-level guarantees for our services to ensure mission critical workflows are always accessible.”www.confident-ai.com · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | no public information nofire.ai · checked Aug 1, 2026 |
| Evaluation coverage· | 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.confident-ai.com · checked Aug 29, 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· | Enterprise AI Evaluation & Observability Platform “Confident AI: Enterprise AI Evaluation & Observability Platform”www.confident-ai.com · checked Aug 1, 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· | 500+ LEADING AI COMPANIES “TRUSTED BY 500+ LEADING AI COMPANIES”www.confident-ai.com · checked Aug 1, 2026 | no public information nofire.ai · checked Sep 16, 2026 |
Safety
| Field | Confident AI | NOFireAI |
|---|---|---|
| Safety evaluations· | “AI risk assessments In a regulated industry? Confident AI centralizes red teaming workflows so you catch risks before users do, with PDF ready assessment reports you can share with stakeholders.”www.confident-ai.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Red teaming· | no public information nofire.ai · checked Aug 1, 2026 | |
| Data handling· | “All data is encrypted in transit and at rest, and we never use your data to train models.”www.confident-ai.com · checked Aug 1, 2026 | 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 | Confident AI | NOFireAI |
|---|---|---|
| Availability· | no public information nofire.ai · checked Aug 1, 2026 | |
| Deployment options· | fully self-hosted deployment option alongside the managed cloud. You can run the entire platform in your own VPC or on-prem infrastructure “Yes. Confident AI offers a fully self-hosted deployment option alongside the managed cloud. You can run the entire platform in your own VPC or on-prem infrastructure, keeping all data within your network.”www.confident-ai.com · checked Aug 1, 2026 | no public information nofire.ai · checked Sep 16, 2026 |
| Integrations· | OpenAI, LangGraph, Opentelemetry “SDKs in Python, Typescript; 20+ integrations, including OpenAI, LangGraph, Opentelemetry, and tons of more LLM gateways.”www.confident-ai.com · checked Aug 1, 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· | United States of America (North Carolina) or the European Union (Frankfurt) “MULTI-DATA RESIDENCY Store and process data in the United States of America (North Carolina) or the European Union (Frankfurt).”www.confident-ai.com · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | no public information nofire.ai · checked Sep 16, 2026 |
| Support model· | “99.9% UPTIME SLA We offer enterprise-level guarantees for our services to ensure mission critical workflows are always accessible.”www.confident-ai.com · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | no public information nofire.ai · checked Aug 1, 2026 |
Ecosystem
| Field | Confident AI | NOFireAI |
|---|---|---|
| API access· | APIs for the entire pipeline. Every part of Confident AI is exposed as an API. “AUTOMATIONS APIs for the entire pipeline. Every part of Confident AI is exposed as an API.”www.confident-ai.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
Impact
| Field | Confident AI | NOFireAI |
|---|---|---|
| User base· | 500+ LEADING AI COMPANIES “TRUSTED BY 500+ LEADING AI COMPANIES”www.confident-ai.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Deployment scale· | 500+ LEADING AI COMPANIES “TRUSTED BY 500+ LEADING AI COMPANIES”www.confident-ai.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Target sectors· | industries where a perfectly functional AI is not good enough. “Purpose built for industries where a perfectly functional AI is not good enough.”www.confident-ai.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| High-risk domains· | healthcare, insurance, and financial industries. “HIPAA, SOCII COMPLIANT Our compliance standards meets the requirements of even the most regulated healthcare, insurance, and financial industries.”www.confident-ai.com · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | no public information nofire.ai · checked Aug 1, 2026 |
Disclosed by neither
Both Confident 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
- Pricing model
- Price point
- Protocols supported
- Open source
- Marketplace presence
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Own liability cover
- Insurance carriers
- Coverage limits
- Indemnification
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Asset custody
- Regulatory status
- Underwriting backing
Questions
- How do Confident AI and NOFireAI compare on user base?
- Confident AI: 500+ LEADING AI COMPANIES. NOFireAI: no public information disclosed.
- How do Confident AI and NOFireAI compare on deployment scale?
- Confident AI: 500+ LEADING AI COMPANIES. NOFireAI: no public information disclosed.
- How do Confident AI and NOFireAI compare on target sectors?
- Confident AI: industries where a perfectly functional AI is not good enough.. NOFireAI: no public information disclosed.
- How do Confident AI and NOFireAI compare on high-risk domains?
- Confident AI: healthcare, insurance, and financial industries.. NOFireAI: no public information disclosed.
- How do Confident AI and NOFireAI compare on deployment options?
- Confident AI: fully self-hosted deployment option alongside the managed cloud. You can run the entire platform in your own VPC or on-prem infrastructure. NOFireAI: no public information disclosed.
- How do Confident AI and NOFireAI compare on integrations?
- Confident AI: OpenAI, LangGraph, Opentelemetry. NOFireAI: Ingests metrics, logs and traces from observability tools including Grafana, Prometheus, Datadog, Dynatrace, New Relic and Splunk.