# Arize AI vs Beagle Security

Arize AI records 249,028 monthly visits with +3.2% month-over-month growth and Paid, Contact for Pricing pricing. Beagle Security records 38,309 monthly visits with -35.8% growth and Freemium, Free Trial, Paid, Contact for Pricing pricing.

| Metric | [Arize AI](https://openaitools.app/tool/arize-com) | [Beagle Security](https://openaitools.app/tool/beagle-security) |
| :--- | :--- | :--- |
| Website URL | https://arize.com | https://beaglesecurity.com |
| Categories | Large Language Models (LLMs), AI Agent, AI Monitor, AI Developer Tools | AI Testing, AI API, AI Detector, AI Developer Tools |
| Pricing Model | Paid, Contact for Pricing | Freemium, Free Trial, Paid, Contact for Pricing |
| Monthly Visits | 249,028 | 38,309 |
| MoM Growth Rate | +3.2% | -35.8% |
| Primary Market | United States | India |
| Direct Visits | 107,838 | 8,395 |
| Review Score | 4.6 | 4.4 |
| Saved Count | 1 | 1 |
| Supported Platforms | Website | Website |

## Arize AI

Arize is an AI engineering platform built for teams that run generative AI in production. It is split into two products: Arize AX, a managed environment for agent observability, evaluation, and experimentation, and Phoenix, an open-source tracing and evaluation library that teams can self-host when they need full data control. Both rely on OpenInference, the open-source semantic convention for generative AI tracing that the Arize team founded and that is built on OpenTelemetry.

The workflow follows three questions. Observe answers what an agent actually did by capturing every span, trace, and session; Evaluate answers whether quality is improving or regressing using span-level, trace-level, and session-level evals; Learn answers whether a proposed change will help by letting teams test prompts and harnesses before rollout. A datastore for GenAI traces (ADB) keeps data in open formats that connect to warehouses such as BigQuery, Databricks, and Snowflake, and an in-app AI engineering agent named Alyx surfaces issues and drafts review-ready fixes.

The platform integrates with dozens of models, frameworks, and tools, including OpenAI, Anthropic, Google, Amazon Bedrock, LangChain, LangGraph, LlamaIndex, CrewAI, and DSPy. Arize publishes compliance certifications including SOC 2 Type II, ISO 27001, PCI DSS, HIPAA, and GDPR, and supports cloud, hybrid, and self-hosted deployment.

**Pricing & Plans:** Arize uses a paid model with a free entry point: teams can start free or book a demo, while enterprise-scale usage, deployment options, and support are quoted through a contact-sales process. The open-source Phoenix project is free to self-host.

- **End-to-end tracing:** Capture spans, traces, and sessions across agents and LLM calls using OpenInference conventions built on OpenTelemetry, so instrumentation stays portable.
- **Scalable evaluation framework:** Run evaluations at span, trace, and session level to grade retrieval quality, tool use, and final answers across large production datasets.
- **Alyx AI engineering agent:** An in-product agent that inspects traces, diagnoses likely root causes, and proposes fixes that engineers can review before shipping.
- **Phoenix open-source toolkit:** Self-host the leading open-source tracing and eval tool when you need to keep trace data inside your own infrastructure.
- **Warehouse-native trace storage:** ADB stores traces in open formats that connect natively to BigQuery, Databricks, or Snowflake for joint analytics with business data.

**Strengths:** Covers the full loop of observe, evaluate, and improve rather than stopping at dashboards; Backed by OpenInference and OpenTelemetry standards, limiting vendor lock-in on trace formats; Strong enterprise posture with SOC 2, ISO 27001, HIPAA, and GDPR coverage plus self-hosting options; Integrates with a very wide set of models, frameworks, and agent SDKs

**Limitations:** Self-serve pricing is not published, so cost requires a sales conversation; The breadth of features can be overwhelming for small teams shipping their first LLM feature; Full value depends on disciplined instrumentation across the whole application

[Profile (Markdown)](https://openaitools.app/tool/arize-com.md)

## Beagle Security

Beagle Security positions itself against two familiar alternatives: external penetration testing agencies that take two to three weeks and cost roughly $10,000 per test, and raw vulnerability scanners that flood teams with unstructured, context-free alerts full of false positives. The platform's answer is an agentic AI engine trained on more than 350,000 penetration test workflows, which configures and runs multi-stage attacks automatically and reports only what a human tester would flag.

Coverage spans classic web application testing, REST API testing and GraphQL security testing, with OWASP Top 10 and CWE Top 25 checks included from the entry plan. Tests can run authenticated, on a schedule, and against a defined scope; business logic that an automated crawler cannot infer can be taught by recording a real browsing session, so the AI learns how your application actually behaves. Findings are scored with CVSS and OWASP risk ratings and paired with LLM-generated contextual reports written at a level developers can act on.

Delivery is built for DevSecOps rather than one-off audits. Beagle Security integrates with Jira, Azure Boards, Slack, Teams, Postman, Zapier and CI/CD pipelines, so a test can be triggered when a feature is marked ready to ship and results pushed as tickets with fix instructions. Compliance reports for HIPAA and PCI DSS, SSO and a dedicated CSM are available on higher tiers, and the company states it is ISO 27001 certified and serves 1,800+ development and security teams.

**Pricing & Plans:** Free trial of 14 days with Advanced plan features and one full pentest, no credit card required. After trial, a free plan keeps 1 lite test per month plus SSL and domain expiry monitoring. Paid: Essential $99/month (2 tests/month, 1 concurrent, 5 users), Advanced $299/month (15 tests/month, 4 concurrent, 15 users, API and GraphQL testing, compliance reports), Enterprise custom. Add-ons on Advanced include extra tests at $30 and white-labelled reports at $49.

- **Agentic AI penetration testing:** An AI engine trained on 350,000+ pentest workflows runs multi-stage, human-like attack sequences across web apps, APIs and GraphQL services.
- **Business logic recording:** You teach the AI your application's unique flows by recording a real session, so tests navigate genuine business logic rather than only crawling links.
- **Contextual remediation reports:** Findings arrive scored with CVSS and OWASP ratings and explained down to tech-stack and code level, with step-by-step fix guidance rather than raw alert lists.
- **DevSecOps and ticketing integrations:** Push vulnerabilities into Jira, Azure Boards, Slack, Teams or Postman, or trigger tests from your CI/CD pipeline as features ship.
- **Compliance reporting:** Generate HIPAA and PCI DSS reports, share results securely and display a security badge or certificate to demonstrate testing to customers.

**Strengths:** Covers web apps, REST APIs and GraphQL in one platform; AI-learned business logic reduces the false positives that plague plain scanners; Reporting is specific enough to hand straight to developers as work items; Usage-based pricing charges per test, not per application, with no limit on targets

**Limitations:** Entry plan does not include API or GraphQL testing — those start at Advanced; No free tier beyond a single lite monthly test once the trial ends; Accuracy still benefits from human review for complex, stateful applications

[Profile (Markdown)](https://openaitools.app/tool/beagle-security.md)

## Frequently Asked Questions

### How do Arize AI and Beagle Security compare in monthly traffic?

Arize AI has 249,028 monthly visits, while Beagle Security has 38,309. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Arize AI has a month-over-month growth rate of +3.2%; Beagle Security has -35.8%.

### How does pricing compare?

Arize AI: Paid, Contact for Pricing. Arize uses a paid model with a free entry point: teams can start free or book a demo, while enterprise-scale usage, deployment options, and support are quoted through a contact-sales process. The open-source Phoenix project is free to self-host. Beagle Security: Freemium, Free Trial, Paid, Contact for Pricing. Free trial of 14 days with Advanced plan features and one full pentest, no credit card required. After trial, a free plan keeps 1 lite test per month plus SSL and domain expiry monitoring. Paid: Essential $99/month (2 tests/month, 1 concurrent, 5 users), Advanced $299/month (15 tests/month, 4 concurrent, 15 users, API and GraphQL testing, compliance reports), Enterprise custom. Add-ons on Advanced include extra tests at $30 and white-labelled reports at $49.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Aikido Security](https://openaitools.app/tool/aikido-security) | 757,491 | +9.6% | Freemium | All-in-one AppSec platform that finds and auto-fixes vulnerabilities | [.md](https://openaitools.app/tool/aikido-security.md) |
| 2 | [Weights & Biases (CoreWeave Forge)](https://openaitools.app/tool/prompts) | 315,624 | -80.2% | Freemium, Contact for Pricing, Free | Excels at experiment tracking and model registry workflows, but is less purpose-built for real-time LLM production observability. | [.md](https://openaitools.app/tool/prompts.md) |
| 3 | [ProjectDiscovery Neo](https://openaitools.app/tool/projectdiscovery-neo) | 158,530 | +22.5% | Paid, Contact for Pricing | AI security platform that finds exposures, proves they're exploitable, and ships the fix | [.md](https://openaitools.app/tool/projectdiscovery-neo.md) |
| 4 | [Katalon](https://openaitools.app/tool/katalon-studio) | 158,090 | -29.6% | Freemium, Free Trial, Paid, Contact for Pricing | AI-augmented quality platform for web, mobile, API and desktop testing | [.md](https://openaitools.app/tool/katalon-studio.md) |
| 5 | [Mindgard](https://openaitools.app/tool/mindgard) | 153,455 | +1.3% | Contact for Pricing | Attack-led AI security testing and red teaming | [.md](https://openaitools.app/tool/mindgard.md) |
| 6 | [Hacktron](https://openaitools.app/tool/hacktron) | 125,526 | -40.9% | Freemium, Paid, Contact for Pricing | AI-native offensive security: continuous red teaming, white-box pentests, and PR review | [.md](https://openaitools.app/tool/hacktron.md) |
| 7 | [Future AGI](https://openaitools.app/tool/future-agi) | 121,741 | -7.8% | Freemium, Usage-based | Includes integrated guardrails and simulation tools, but is less mature for large-scale enterprise production telemetry monitoring. | [.md](https://openaitools.app/tool/future-agi.md) |
| 8 | [Maxim AI](https://openaitools.app/tool/maxim-ai) | 121,351 | +10% | Contact for Pricing, Free Open Source | Features strong testing and prompt evaluation tools, though its monitoring interface is less oriented towards massive telemetry streams. | [.md](https://openaitools.app/tool/maxim-ai.md) |
| 9 | [testRigor](https://openaitools.app/tool/testrigor-com) | 105,865 | -2.7% | Free Trial, Contact for Pricing, Free | Write end-to-end test automation in plain English, no code required | [.md](https://openaitools.app/tool/testrigor-com.md) |
| 10 | [PromptLayer](https://openaitools.app/tool/promptlayer) | 85,899 | -4.6% | Free Trial, Contact for Pricing | Focuses heavily on prompt management and versioning control, whereas Arize prioritizes end-to-end tracing and ML observability. | [.md](https://openaitools.app/tool/promptlayer.md) |

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Source: https://openaitools.app/compare/arize-com-vs-beagle-security

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