AI Dispatch/api/index.json
vendor · Observability

Arize AI vs NOFireAI

45 fields both were evaluated on, 22 of them different — including where one discloses something the other does not. Every value links to the document it came from.

Assurance

FieldArize AINOFireAI
Insurance available
Insurance carriers
Coverage limits
Indemnification
Liability cap
Audit trail·
Trace everything from the team who founded OpenInference, the leading open standard for GenAI observability.
Trace everything from the team who founded OpenInference, the leading open standard for GenAI observability.
arize.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·
Observe What did my agent actually do? Trace everything from the team who founded OpenInference, the leading open standard for GenAI observability.
Observe What did my agent actually do? Trace everything from the team who founded OpenInference, the leading open standard for GenAI observability.
arize.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·
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·
scoped to your IdP
scoped to your IdP
nofire.ai · checked Aug 1, 2026
Compliance certifications·
Arize supports flexible deployment options and is certified to leading security and compliance standards, including SOC 2 Type II, ISO 27001, PCI DSS, HIPAA, and GDPR.
Arize supports flexible deployment options and is certified to leading security and compliance standards, including SOC 2 Type II, ISO 27001, PCI DSS, HIPAA, and GDPR.
arize.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·
Arize supports flexible deployment options and is certified to leading security and compliance standards, including SOC 2 Type II, ISO 27001, PCI DSS, HIPAA, and GDPR.
Arize supports flexible deployment options and is certified to leading security and compliance standards, including SOC 2 Type II, ISO 27001, PCI DSS, HIPAA, and GDPR.
arize.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
Outcome-based pricing
Settlement mechanism
Dispute process
SLA terms·
Arize AX on AWS gives us prompt‑level tracing and automated evaluations so we catch regressions early and meet strict SLOs at scale.
Arize AX on AWS gives us prompt‑level tracing and automated evaluations so we catch regressions early and meet strict SLOs at scale.
arize.com · checked Aug 1, 2026
Evaluation coverage·
Evaluate Is my agent getting better or worse? The most comprehensive eval framework in the market. Run span, trace, and session evals that run at scale.
Evaluate Is my agent getting better or worse? The most comprehensive eval framework in the market. Run span, trace, and session evals that run at scale.
arize.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·
Agent Observability, Evaluation & Improvement Platform | Arize AI
Agent Observability, Evaluation & Improvement Platform | Arize AI
arize.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·
Trusted by The platform
Trusted by The platform
nofire.ai · checked Aug 1, 2026

Safety

FieldArize AINOFireAI
Safety evaluations·
Evaluate Is my agent getting better or worse? The most comprehensive eval framework in the market. Run span, trace, and session evals that run at scale.
Evaluate Is my agent getting better or worse? The most comprehensive eval framework in the market. Run span, trace, and session evals that run at scale.
arize.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·
PII redaction before any model call
PII redaction before any model call
nofire.ai · checked Aug 1, 2026

Practicality

FieldArize AINOFireAI
Pricing model·
Pricing Sign in Get Started Book a Demo
Pricing Sign in Get Started Book a Demo
arize.com · checked Aug 1, 2026
Price point
Availability
Deployment options·
SaaS or fully inside your VPC
SaaS or fully inside your VPC
nofire.ai · checked Aug 1, 2026
Integrations·
Arize integrates with 40+ models, frameworks, and AI tools , including OpenAI, Anthropic, Google, Amazon Bedrock, LangGraph, LangChain, LlamaIndex, CrewAI, OpenAI Agents SDK, DSPy, and more.
Arize integrates with 40+ models, frameworks, and AI tools , including OpenAI, Anthropic, Google, Amazon Bedrock, LangGraph, LangChain, LlamaIndex, CrewAI, OpenAI Agents SDK, DSPy, and more.
arize.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·
Built on OpenInference and OpenTelemetry standards, Arize works across Google Cloud, AWS, Azure, and self-hosted environments.
Built on OpenInference and OpenTelemetry standards, Arize works across Google Cloud, AWS, Azure, and self-hosted environments.
arize.com · checked Aug 1, 2026
aws · gcp · azure
deploy · in‑vpc aws · gcp · azure
nofire.ai · checked Aug 1, 2026
Support model

Ecosystem

FieldArize AINOFireAI
Protocols supported·
Built on OpenInference and OpenTelemetry standards, Arize works across Google Cloud, AWS, Azure, and self-hosted environments.
Built on OpenInference and OpenTelemetry standards, Arize works across Google Cloud, AWS, Azure, and self-hosted environments.
arize.com · checked Aug 1, 2026
API access·
Arize integrates with 40+ models, frameworks, and AI tools , including OpenAI, Anthropic, Google, Amazon Bedrock, LangGraph, LangChain, LlamaIndex, CrewAI, OpenAI Agents SDK, DSPy, and more.
Arize integrates with 40+ models, frameworks, and AI tools , including OpenAI, Anthropic, Google, Amazon Bedrock, LangGraph, LangChain, LlamaIndex, CrewAI, OpenAI Agents SDK, DSPy, and more.
arize.com · checked Aug 1, 2026
Open source
Marketplace presence

Impact

FieldArize AINOFireAI
User base·
1 Trillion spans per month 1 Billion evals per month 5 Million downloads per month
1 Trillion spans per month 1 Billion evals per month 5 Million downloads per month
arize.com · checked Aug 1, 2026
Deployment scale
Target sectors·
Teams use Arize to understand how their AI agents and applications behave, measure quality with evaluations, monitor production performance, and continuously improve prompts, models, and workflows.
Teams use Arize to understand how their AI agents and applications behave, measure quality with evaluations, monitor production performance, and continuously improve prompts, models, and workflows.
arize.com · checked Aug 1, 2026
High-risk domains·
Arize supports flexible deployment options and is certified to leading security and compliance standards, including SOC 2 Type II, ISO 27001, PCI DSS, HIPAA, and GDPR.
Arize supports flexible deployment options and is certified to leading security and compliance standards, including SOC 2 Type II, ISO 27001, PCI DSS, HIPAA, and GDPR.
arize.com · checked Aug 1, 2026
Documented incidents