AI Dispatch/api/index.json
vendor · Observability

Arize AI vs Wayfound

45 fields both were evaluated on, 27 of them different — including where one discloses something the other does not. Every value links to the document it came from.

Assurance

FieldArize AIWayfound
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
gives you agent scorecards, recommendations, alerts, and transcripts
gives you agent scorecards, recommendations, alerts, and transcripts
www.wayfound.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
real-time alerts and inline improvement suggestions
real-time alerts and inline improvement suggestions
www.wayfound.ai · checked Aug 1, 2026
Runtime governance·
enforce guidelines and standards with intuitive rules
enforce guidelines and standards with intuitive rules
www.wayfound.ai · checked Aug 1, 2026
Permission scopes
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
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
ensuring every interaction meets your business goals
ensuring every interaction meets your business goals
www.wayfound.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
Wayfound Highlighted in Gartner’s First Guardian Agent Market Report
Wayfound Highlighted in Gartner’s First Guardian Agent Market Report
www.wayfound.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
Wayfound is the world’s first AI Agent supervision platform
Wayfound is the world’s first AI Agent supervision platform
www.wayfound.ai · checked Aug 1, 2026
Regulatory status
Underwriting backing
Client types·
Wayfound is for business users and product managers at companies with AI Agents
Wayfound is for business users and product managers at companies with AI Agents
www.wayfound.ai · checked Aug 1, 2026

Safety

FieldArize AIWayfound
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·
ensuring every interaction meets your business goals
ensuring every interaction meets your business goals
www.wayfound.ai · checked Aug 1, 2026
Usage restrictions·
ensuring every interaction meets your business goals
ensuring every interaction meets your business goals
www.wayfound.ai · checked Aug 1, 2026
Model or system card
Incident reporting
Third-party evaluations·
Wayfound Highlighted in Gartner’s First Guardian Agent Market Report
Wayfound Highlighted in Gartner’s First Guardian Agent Market Report
www.wayfound.ai · checked Aug 1, 2026
Data handling·
Our enterprise agreements with foundation AI models guarantees that your data is never shared with anyone or used for model training.
Our enterprise agreements with foundation AI models guarantees that your data is never shared with anyone or used for model training.
www.wayfound.ai · checked Aug 1, 2026

Practicality

FieldArize AIWayfound
Pricing model·
Pricing Sign in Get Started Book a Demo
Pricing Sign in Get Started Book a Demo
arize.com · checked Aug 1, 2026
Wayfound offers 3 pricing tiers: an introductory “AI Innovator” plan, that lets you try out Wayfound for a nominal fee, an “AI Growth” plan, that lets you scale your Wayfound Supervisor’s reach, and our “Enterprise Plan” for production level Agent Supervision.
Wayfound offers 3 pricing tiers: an introductory “AI Innovator” plan, that lets you try out Wayfound for a nominal fee, an “AI Growth” plan, that lets you scale your Wayfound Supervisor’s reach, and our “Enterprise Plan” for production level Agent Supervision.
www.wayfound.ai · checked Aug 1, 2026
Price point·
Up to date pricing information can be found on our Pricing page .
Up to date pricing information can be found on our Pricing page .
www.wayfound.ai · checked Aug 1, 2026
Availability·
Wayfound is the world’s first AI Agent supervision platform
Wayfound is the world’s first AI Agent supervision platform
www.wayfound.ai · checked Aug 1, 2026
Deployment options·
Wayfound’s pricing and go-to-market model assume a cloud-based delivery model. If your use case requires on prem deployment, please reach out to your Wayfound account team to discuss options.
Wayfound’s pricing and go-to-market model assume a cloud-based delivery model. If your use case requires on prem deployment, please reach out to your Wayfound account team to discuss options.
www.wayfound.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
connect Agents built on many different platforms as well as pre-built 3rd party Agents (such as Intercom Fin, Qualified Piper, etc)
connect Agents built on many different platforms as well as pre-built 3rd party Agents (such as Intercom Fin, Qualified Piper, etc)
www.wayfound.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

Ecosystem

FieldArize AIWayfound
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
integration flexibility including its own MCP server
integration flexibility including its own MCP server
www.wayfound.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
securely connected with the Wayfound Supervisor with just one line of code
securely connected with the Wayfound Supervisor with just one line of code
www.wayfound.ai · checked Aug 1, 2026
Open source
Marketplace presence·
Salesforce Agentforce partnership
Salesforce Agentforce partnership
www.wayfound.ai · checked Aug 1, 2026

Impact

FieldArize AIWayfound
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
Trusted by innovative startups and established industry leaders.
Trusted by innovative startups and established industry leaders.
www.wayfound.ai · checked Aug 1, 2026
Deployment scale·
Wayfound is the world’s first AI Agent supervision platform
Wayfound is the world’s first AI Agent supervision platform
www.wayfound.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
testing automation
testing automation
www.wayfound.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
brand-safe, compliant
brand-safe, compliant
www.wayfound.ai · checked Aug 1, 2026
Documented incidents