vendor · Observability
Arize AI vs Maxim AI
45 fields both were evaluated on, 28 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 | Maxim AI |
|---|---|---|
| Insurance available | no public information arize.com · checked Aug 1, 2026 | no public information www.getmaxim.ai · checked Aug 1, 2026 |
| Insurance carriers | no public information arize.com · checked Aug 1, 2026 | no public information www.getmaxim.ai · checked Aug 1, 2026 |
| Coverage limits | no public information arize.com · checked Aug 1, 2026 | no public information www.getmaxim.ai · checked Aug 1, 2026 |
| Indemnification | no public information arize.com · checked Aug 1, 2026 | no public information www.getmaxim.ai · checked Aug 1, 2026 |
| Liability cap | no public information arize.com · checked Aug 1, 2026 | no public information www.getmaxim.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 | Traces Log and analyse complex multi-agentic workflows visually “Traces Log and analyse complex multi-agentic workflows visually”www.getmaxim.ai · checked Aug 1, 2026 |
| Tamper-evident log | no public information arize.com · checked Aug 1, 2026 | no public information www.getmaxim.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 | Generate reports to track progress across experiments and share with stakeholders “Generate reports to track progress across experiments and share with stakeholders”www.getmaxim.ai · checked Aug 1, 2026 |
| Runtime governance· | no public information arize.com · checked Aug 1, 2026 | Implement quality and safety guarantees using real-time alerts on regressions “Implement quality and safety guarantees using real-time alerts on regressions”www.getmaxim.ai · checked Aug 1, 2026 |
| Permission scopes· | no public information arize.com · checked Aug 1, 2026 | Role-based access controls Implement precise user permissions “Role-based access controls Implement precise user permissions”www.getmaxim.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 | Maxim is SOC 2 Type II, ISO 27001, HIPAA, and GDPR compliant. “Maxim is SOC 2 Type II, ISO 27001, HIPAA, and GDPR compliant.”www.getmaxim.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 | Maxim is SOC 2 Type II, ISO 27001, HIPAA, and GDPR compliant. “Maxim is SOC 2 Type II, ISO 27001, HIPAA, and GDPR compliant.”www.getmaxim.ai · checked Aug 1, 2026 |
| Outcome-based pricing | no public information arize.com · checked Aug 1, 2026 | no public information www.getmaxim.ai · checked Aug 1, 2026 |
| Settlement mechanism | no public information arize.com · checked Aug 1, 2026 | no public information www.getmaxim.ai · checked Aug 1, 2026 |
| Dispute process | no public information arize.com · checked Aug 1, 2026 | no public information www.getmaxim.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 | Priority support 24*7 Receive top-tier assistance any time, day or night “Priority support 24*7 Receive top-tier assistance any time, day or night”www.getmaxim.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 | no public information www.getmaxim.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 | The GenAI evaluation and observability platform “The GenAI evaluation and observability platform”www.getmaxim.ai · checked Aug 1, 2026 |
| Regulatory status | no public information arize.com · checked Aug 1, 2026 | no public information www.getmaxim.ai · checked Aug 1, 2026 |
| Underwriting backing· | no public information arize.com · checked Aug 1, 2026 | © Copyright H3 Labs Inc, All rights reserved. “© Copyright H3 Labs Inc, All rights reserved.”www.getmaxim.ai · checked Aug 1, 2026 |
| Client types· | no public information arize.com · checked Aug 1, 2026 |
Safety
| Field | Arize AI | Maxim AI |
|---|---|---|
| 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 | Responsible AI checks like guardrails and toxicity “Responsible AI checks like guardrails and toxicity”www.getmaxim.ai · checked Aug 1, 2026 |
| Red teaming | no public information arize.com · checked Aug 1, 2026 | no public information www.getmaxim.ai · checked Aug 1, 2026 |
| Safety policy· | no public information arize.com · checked Aug 1, 2026 | User trust is is at the heart of everything we do - we adhere to best-in-class privacy and information security standards to keep your data safe and secure. “User trust is is at the heart of everything we do - we adhere to best-in-class privacy and information security standards to keep your data safe and secure.”www.getmaxim.ai · checked Aug 1, 2026 |
| Usage restrictions | no public information arize.com · checked Aug 1, 2026 | no public information www.getmaxim.ai · checked Aug 1, 2026 |
| Model or system card | no public information arize.com · checked Aug 1, 2026 | no public information www.getmaxim.ai · checked Aug 1, 2026 |
| Incident reporting· | no public information arize.com · checked Aug 1, 2026 | For more details, feel free to reach out at security@getmaxim.ai . “For more details, feel free to reach out at security@getmaxim.ai .”www.getmaxim.ai · checked Aug 1, 2026 |
| Third-party evaluations | no public information arize.com · checked Aug 1, 2026 | no public information www.getmaxim.ai · checked Aug 1, 2026 |
| Data handling· | no public information arize.com · checked Aug 1, 2026 | Maxim is SOC 2 Type II, ISO 27001, HIPAA, and GDPR compliant. “Maxim is SOC 2 Type II, ISO 27001, HIPAA, and GDPR compliant.”www.getmaxim.ai · checked Aug 1, 2026 |
Practicality
| Field | Arize AI | Maxim AI |
|---|---|---|
| Pricing model· | Pricing
Sign in
Get Started
Book a Demo “Pricing Sign in Get Started Book a Demo”arize.com · checked Aug 1, 2026 | Maxim offers flexible pricing plans to support teams of all sizes - including a free tier. “Maxim offers flexible pricing plans to support teams of all sizes - including a free tier.”www.getmaxim.ai · checked Aug 1, 2026 |
| Price point· | no public information arize.com · checked Aug 1, 2026 | You can explore our pricing here . “You can explore our pricing here .”www.getmaxim.ai · checked Aug 1, 2026 |
| Availability· | no public information arize.com · checked Aug 1, 2026 | You can sign up for a 14-day free trial here . “You can sign up for a 14-day free trial here .”www.getmaxim.ai · checked Aug 1, 2026 |
| Deployment options· | no public information arize.com · checked Aug 1, 2026 | In-VPC deployment Securely deploy within your private cloud “In-VPC deployment Securely deploy within your private cloud”www.getmaxim.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 | integrates seamlessly with all leading open-source and closed model providers and frameworks including OpenAI, Claude, Google Gemini, LangGraph, Langchain, CrewAI, and more. “integrates seamlessly with all leading open-source and closed model providers and frameworks including OpenAI, Claude, Google Gemini, LangGraph, Langchain, CrewAI, and more.”www.getmaxim.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 | Maxim is SOC 2 Type II, ISO 27001, HIPAA, and GDPR compliant. “Maxim is SOC 2 Type II, ISO 27001, HIPAA, and GDPR compliant.”www.getmaxim.ai · checked Aug 1, 2026 |
| Support model· | no public information arize.com · checked Aug 1, 2026 | Priority support 24*7 Receive top-tier assistance any time, day or night “Priority support 24*7 Receive top-tier assistance any time, day or night”www.getmaxim.ai · checked Aug 1, 2026 |
Ecosystem
| Field | Arize AI | Maxim AI |
|---|---|---|
| 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 | With SDKs, CLI and webhook support, use Maxim anywhere. “With SDKs, CLI and webhook support, use Maxim anywhere.”www.getmaxim.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 | With SDKs, CLI and webhook support, use Maxim anywhere. “With SDKs, CLI and webhook support, use Maxim anywhere.”www.getmaxim.ai · checked Aug 1, 2026 |
| Open source | no public information arize.com · checked Aug 1, 2026 | no public information www.getmaxim.ai · checked Aug 1, 2026 |
| Marketplace presence | no public information arize.com · checked Aug 1, 2026 | no public information www.getmaxim.ai · checked Aug 1, 2026 |
Impact
| Field | Arize AI | Maxim AI |
|---|---|---|
| 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· | no public information arize.com · checked Aug 1, 2026 | helping teams ship their AI agents reliably and >5x faster! “helping teams ship their AI agents reliably and >5x faster!”www.getmaxim.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 | Enterprise-ready Built for the enterprise “Enterprise-ready Built for the enterprise”www.getmaxim.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 | Responsible AI checks like guardrails and toxicity “Responsible AI checks like guardrails and toxicity”www.getmaxim.ai · checked Aug 1, 2026 |
| Documented incidents | no public information arize.com · checked Aug 1, 2026 | no public information www.getmaxim.ai · checked Aug 1, 2026 |