Arize AI records 249,028 monthly visits with +3.2% month-over-month growth and Paid, Contact for Pricing pricing. Windward Maritime AI records 128,777 monthly visits with -38% growth and Contact for Pricing pricing.
Agent observability, evaluation, and continuous improvement for production AI
All-source maritime intelligence powered by Maritime AI™
| Dimension / Metric | | |
|---|---|---|
| Official Domain | arize.com | windward.ai |
| Pricing Model | Paid, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 249.03K (249,028) | 128.78K (128,777) |
| MoM Traffic Delta | +7.67K (+3.2%) | -78.99K (-38%) |
| Primary Market & Share | 🇺🇸 United States (51.6%) | 🇺🇸 United States (50.8%) |
| Direct Visits / mo | 107.84K | 69.01K |
| User Rating | 4.6 | 4.7 |
| Supported Platforms | Website | Website |
Agent observability, evaluation, and continuous improvement for production AI
Capture spans, traces, and sessions across agents and LLM calls using OpenInference conventions built on OpenTelemetry, so instrumentation stays portable.
Run evaluations at span, trace, and session level to grade retrieval quality, tool use, and final answers across large production datasets.
An in-product agent that inspects traces, diagnoses likely root causes, and proposes fixes that engineers can review before shipping.
Self-host the leading open-source tracing and eval tool when you need to keep trace data inside your own infrastructure.
All-source maritime intelligence powered by Maritime AI™
Combines AIS with dark-vessel signals, EO and SAR imagery, RF data, and other premium and unrestricted feeds into one operational picture, closing the collection gaps that AIS-only systems leave open.
Turns raw signals into explainable, predictive intelligence that highlights what is happening at sea and why it matters, so analysts and risk teams can act with confidence.
Supports sanctions screening, organization-defined risk scoring, entity management, document validation, and investigations for banks, insurers, and financial institutions.
Provides end-to-end ocean shipment visibility with milestone coverage that shifts logistics teams away from manual status chasing toward live, exception-based monitoring.
Excels at experiment tracking and model registry workflows, but is less purpose-built for real-time LLM production observability.
Excels at experiment tracking and model registry workflows, but is less purpose-built for real-time LLM production observability.
Free / Open-sourceIncludes integrated guardrails and simulation tools, but is less mature for large-scale enterprise production telemetry monitoring.
Free / Open-sourceIncludes integrated guardrails and simulation tools, but is less mature for large-scale enterprise production telemetry monitoring.
Free / Open-sourceFeatures strong testing and prompt evaluation tools, though its monitoring interface is less oriented towards massive telemetry streams.
Free / Open-sourceFeatures strong testing and prompt evaluation tools, though its monitoring interface is less oriented towards massive telemetry streams.
Free / Open-sourceInstitution-grade crypto and equities intelligence, delivered through a chat-style AI analyst.
Free / Open-sourceOptions flow, dark pools and dealer gamma with an AI analyst built in
Free / Open-sourceOptions flow, dark pools and dealer gamma with an AI analyst built in
Global import-export data, bill of lading records and trade analytics in one platform
Global import-export data, bill of lading records and trade analytics in one platform
Focuses heavily on prompt management and versioning control, whereas Arize prioritizes end-to-end tracing and ML observability.
Focuses heavily on prompt management and versioning control, whereas Arize prioritizes end-to-end tracing and ML observability.
Offers comprehensive LLM evaluation and unit testing via DeepEval, but lacks Arize's deep production monitoring infrastructure.
Offers comprehensive LLM evaluation and unit testing via DeepEval, but lacks Arize's deep production monitoring infrastructure.
AI-native platform for extra-financial intelligence
Free / Open-sourceReal-time social sentiment and market intelligence across 40+ categories
Free / Open-sourceReal-time social sentiment and market intelligence across 40+ categories
Decision infrastructure for governed enterprise AI agents
Decision infrastructure for governed enterprise AI agents
Free / Open-sourceAgent observability, evals and governance for AI platform teams
Free / Open-sourceAgent observability, evals and governance for AI platform teams
