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
| Field | Arize AI | NOFireAI |
|---|---|---|
| Insurance available | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Insurance carriers | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Coverage limits | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Indemnification | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Liability cap | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| 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 | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| 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· | no public information arize.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· | no public information arize.com · 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 | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Settlement mechanism | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Dispute process | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| 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 | no public information nofire.ai · 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 | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Underwriting backing | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Client types· | no public information arize.com · checked Aug 1, 2026 |
Safety
| Field | Arize AI | NOFireAI |
|---|---|---|
| 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 | no public information nofire.ai · checked Aug 1, 2026 |
| Red teaming | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Safety policy | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Usage restrictions | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Model or system card | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Incident reporting | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Third-party evaluations· | no public information arize.com · checked Aug 1, 2026 | Recognised · Gartner Market Guide, 2026 “Recognised · Gartner Market Guide, 2026”nofire.ai · checked Aug 1, 2026 |
| Data handling· | no public information arize.com · checked Aug 1, 2026 | PII redaction before any model call “PII redaction before any model call”nofire.ai · checked Aug 1, 2026 |
Practicality
| Field | Arize AI | NOFireAI |
|---|---|---|
| Pricing model· | Pricing
Sign in
Get Started
Book a Demo “Pricing Sign in Get Started Book a Demo”arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Price point | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Availability | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Deployment options· | no public information arize.com · 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 | |
| Support model | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
Ecosystem
| Field | Arize AI | NOFireAI |
|---|---|---|
| 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 | no public information nofire.ai · 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 | no public information nofire.ai · checked Aug 1, 2026 |
| Open source | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| Marketplace presence | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
Impact
| Field | Arize AI | NOFireAI |
|---|---|---|
| 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 | no public information nofire.ai · checked Aug 1, 2026 |
| Deployment scale | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |
| 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 | no public information nofire.ai · 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 | no public information nofire.ai · checked Aug 1, 2026 |
| Documented incidents | no public information arize.com · checked Aug 1, 2026 | no public information nofire.ai · checked Aug 1, 2026 |