AI DispatchJSON API
vendor · Observability

Confident AI vs NOFireAI

45 fields both were evaluated on, 24 of them different — including where one discloses something the other does not. Every value links to the document it came from.

Assurance

FieldConfident AINOFireAI
Insurance available
Insurance carriers
Coverage limits
Indemnification
Liability cap
Audit trail·
Trace every LLM call, analyze tool calls, and track agent performance in real time. Inspect every trace
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
Every agent action signed and replayable
Every agent action signed and replayable
nofire.ai · checked Aug 1, 2026
Tamper-evident log
Explainability·
Inspect every trace Alert on degradation Latency & cost tracking
Inspect every trace Alert on degradation Latency & cost tracking
www.confident-ai.com · checked Aug 1, 2026
Scores each change against your real topology before it ships
Scores each change against your real topology before it ships
nofire.ai · checked Aug 1, 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.
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
Gate every action at runtime. Checks every autonomous agent action against your policy at runtime
Gate every action at runtime. Checks every autonomous agent action against your policy at runtime
nofire.ai · checked Aug 1, 2026
Permission scopes·
RBAC AND DATA MASKING Our flexible infrastructure allows data separation between projects, custom permissions control, and masking for LLM traces.
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
scoped to your IdP
scoped to your IdP
nofire.ai · checked Aug 1, 2026
Compliance certifications·
HIPAA, SOCII COMPLIANT
HIPAA, SOCII COMPLIANT
www.confident-ai.com · checked Aug 1, 2026
SOC 2 Type II · GDPR · ISO 27001 in progress
SOC 2 Type II · GDPR · ISO 27001 in progress
nofire.ai · checked Aug 1, 2026
Regulatory alignment·
SOC 2 Type II · GDPR · ISO 27001 in progress
SOC 2 Type II · GDPR · ISO 27001 in progress
nofire.ai · checked Aug 1, 2026
Outcome-based pricing
Settlement mechanism
Dispute process
SLA terms·
99.9% UPTIME SLA We offer enterprise-level guarantees for our services to ensure mission critical workflows are always accessible.
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
Evaluation coverage·
Evals ran to date [ 0 + ]
Evals ran to date [ 0 + ]
www.confident-ai.com · checked Aug 1, 2026
89% root-cause accuracy on the AI SRE Benchmark
89% root-cause accuracy on the AI SRE Benchmark
nofire.ai · checked Aug 1, 2026
Service type·
Enterprise AI Evaluation & Observability Platform
Confident AI: Enterprise AI Evaluation & Observability Platform
www.confident-ai.com · checked Aug 1, 2026
NOFire | AI SRE: The Context & Control Model for Production
NOFire | AI SRE: The Context & Control Model for Production
nofire.ai · checked Aug 1, 2026
Regulatory status
Underwriting backing
Client types·
500+ LEADING AI COMPANIES
TRUSTED BY 500+ LEADING AI COMPANIES
www.confident-ai.com · checked Aug 1, 2026
Trusted by The platform
Trusted by The platform
nofire.ai · checked Aug 1, 2026

Safety

FieldConfident AINOFireAI
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.
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
Red teaming·
Safety policy
Usage restrictions
Model or system card
Incident reporting
Third-party evaluations·
Recognised · Gartner Market Guide, 2026
Recognised · Gartner Market Guide, 2026
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.
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
PII redaction before any model call
PII redaction before any model call
nofire.ai · checked Aug 1, 2026

Practicality

FieldConfident AINOFireAI
Pricing model
Price point
Availability·
Try Now For Free
Try Now For Free
www.confident-ai.com · 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
SaaS or fully inside your VPC
SaaS or fully inside your VPC
nofire.ai · checked Aug 1, 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
Kubernetes, AWS and cloud, CI, code, and observability
Kubernetes, AWS and cloud, CI, code, and observability
nofire.ai · checked Aug 1, 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
aws · gcp · azure
deploy · in‑vpc aws · gcp · azure
nofire.ai · checked Aug 1, 2026
Support model·
99.9% UPTIME SLA We offer enterprise-level guarantees for our services to ensure mission critical workflows are always accessible.
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

Ecosystem

FieldConfident AINOFireAI
Protocols supported
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
Open source
Marketplace presence

Impact

FieldConfident AINOFireAI
User base·
500+ LEADING AI COMPANIES
TRUSTED BY 500+ LEADING AI COMPANIES
www.confident-ai.com · checked Aug 1, 2026
Deployment scale·
500+ LEADING AI COMPANIES
TRUSTED BY 500+ LEADING AI COMPANIES
www.confident-ai.com · 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
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
Documented incidents