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What is Velvet?

Velvet is a developer gateway designed to analyze, evaluate, and monitor AI-powered features. Originally built by founders Emma and Chris, Velvet was acquired by Arize in 2025 to accelerate adoption of Arize's unified AI platform. The tool solves the problem of understanding and improving AI application performance by providing observability and evaluation capabilities. Core capabilities include tracing, evaluation, and monitoring of AI models and agents. It fits into workflows for AI developers and data scientists who need to debug, test, and optimize AI features in production. Velvet integrates with Arize's platform and open-source tools like Phoenix for LLM tracing. Users can leverage Velvet to gain insights into model behavior, detect issues, and ensure reliability. The tool is particularly useful for teams building and deploying AI applications at scale.

AI Tool Review Summary

Performance Score

4.5/5

Content/Output Quality

High, consistent, and on-brand

Interface

Clean and minimal

AI Technology
LLMNLP
Purpose of Tool

To analyze, evaluate, and monitor AI-powered features in production.

Compatibility

Integrates with Arize platform and open-source Phoenix; supports 100+ LLMs via LiteLLM.

Pricing

Freemium with paid tiers

Features

Features with the highest value for users are highlighted here.

AI observability and evaluation

LLM tracing and monitoring

Model access management

Fallback and spend tracking

Open-source integration

Real-time experimentation

How It Works

1

Integrate SDK

Install the Velvet SDK into your AI application to start capturing traces.

2

Configure Monitoring

Set up evaluation metrics and alerts for your AI features.

3

Analyze Traces

Use the dashboard to inspect individual traces and identify issues.

4

Optimize Performance

Leverage insights to improve model accuracy and reliability.

Who Is It For?

AI Developers

Data Scientists

MLOps Engineers

Product Managers

Startups

Enterprise Teams

Research Labs

Tech Companies

Freelance Developers

AI Consultants

Pricing

Free

$0/free
  • Basic tracing
  • Limited evaluations
  • Community support
Popular

Pro

$49/monthly
  • Advanced tracing
  • Unlimited evaluations
  • Priority support

Enterprise

Custom/monthly
  • Custom integrations
  • Dedicated support
  • SLA guarantees

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Pros & Cons

Pros

  • Comprehensive AI monitoring and evaluation capabilities.
  • Seamless integration with Arize's unified platform.

Cons

  • Acquisition may lead to changes in standalone features.
  • Limited information on pricing for independent use.

FAQs

Just Launched

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Reviews

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Rating

5.0

Pros

Cons

Quick Velvet Comparision

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Analytics of Velvet

Website traffic and keyword analysis.

Live dataFeb 2026 – Apr 2026

Monthly visits

721

-24.5% vs prior month

Avg. visit duration

00:00:00

M 4 2026 snapshot

Pages / visit

1.08

M 4 2026 snapshot

Bounce rate

38.80%

Lower is better

All traffic · Worldwide

Weekly estimate · Feb 1, 2026 – Apr 29, 2026

144.2199.84255.48311.11366.75Feb 1Feb 15Mar 1Mar 15Mar 29Apr 8Apr 22Apr 29

Peak week: 366.75 (Feb 1, 2026)Low week: 144.2 (Apr 1, 2026)WoW: 0.0%Derived from monthly estimates · SimilarWeb-equivalent

Release History

0 releases published

No releases yet.

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