AI Dispatch
vendor · Observability

Arize AI vs KeywordsAI

45 fields both were evaluated on, 23 of them different — including where one discloses something the other does not. Every value links to the document it came from.

Assurance

FieldArize AIKeywordsAI
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 LLM call, tool run, retrieval, and agent turn becomes a span in one trace
Every LLM call, tool run, retrieval, and agent turn becomes a span in one trace
www.keywordsai.co · 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
Any span, down to the last field Model, latency, cost, tokens, and the exact input and output sit on every span
Any span, down to the last field Model, latency, cost, tokens, and the exact input and output sit on every span
www.keywordsai.co · checked Aug 1, 2026
Runtime governance·
Set budgets and rate limits per key, per customer, or org-wide, get warned as you near them, and block requests before spend runs away.
Set budgets and rate limits per key, per customer, or org-wide, get warned as you near them, and block requests before spend runs away.
www.keywordsai.co · checked Aug 1, 2026
Permission scopes·
Set budgets and rate limits per key, per customer, or org-wide
Set budgets and rate limits per key, per customer, or org-wide
www.keywordsai.co · 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
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
Operated under GDPR, the world's strictest standard for data privacy.
Operated under GDPR, the world's strictest standard for data privacy.
www.keywordsai.co · 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
99.99% with fallbacks
99.99% with fallbacks
www.keywordsai.co · 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
Score every output against the bar you set, so you know it holds up on a test set and in production
Score every output against the bar you set, so you know it holds up on a test set and in production
www.keywordsai.co · 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
Regulatory status
Underwriting backing
Client types·
world-class founders, engineers, and product teams
Loved by world-class founders, engineers, and product teams.
www.keywordsai.co · checked Aug 1, 2026

Safety

FieldArize AIKeywordsAI
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
Data handling

Practicality

FieldArize AIKeywordsAI
Pricing model·
Pricing Sign in Get Started Book a Demo
Pricing Sign in Get Started Book a Demo
arize.com · checked Aug 1, 2026
Start for free
Start for free
www.keywordsai.co · checked Aug 1, 2026
Price point·
Start for free
Start for free
www.keywordsai.co · checked Aug 1, 2026
Availability·
Start for free
Start for free
www.keywordsai.co · checked Aug 1, 2026
Deployment options·
Point the SDK you already use at one endpoint
Point the SDK you already use at one endpoint
www.keywordsai.co · 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
Works with your entire stack Use Respan with your favorite frameworks and tools.
Works with your entire stack Use Respan with your favorite frameworks and tools.
www.keywordsai.co · 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
Operated under GDPR, the world's strictest standard for data privacy.
Operated under GDPR, the world's strictest standard for data privacy.
www.keywordsai.co · checked Aug 1, 2026
Support model

Ecosystem

FieldArize AIKeywordsAI
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
One API for every model
One API for every model
www.keywordsai.co · 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
Get API key
Get API key
www.keywordsai.co · checked Aug 1, 2026
Open source
Marketplace presence

Impact

FieldArize AIKeywordsAI
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
80 trillion+ tokens
The AI observability platform behind 80 trillion+ tokens.
www.keywordsai.co · checked Aug 1, 2026
Deployment scale·
80 trillion+ tokens
The AI observability platform behind 80 trillion+ tokens.
www.keywordsai.co · 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
enterprise and healthcare teams
Built to meet the security and privacy standards that enterprise and healthcare teams require.
www.keywordsai.co · 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
enterprise and healthcare teams
Built to meet the security and privacy standards that enterprise and healthcare teams require.
www.keywordsai.co · checked Aug 1, 2026
Documented incidents