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What is Scale Evaluation?

Scale Evaluation offers a comprehensive assessment platform tailored for developers working on large language models. This groundbreaking platform addresses critical challenges in AI model evaluation, such as the scarcity of dependable, high-quality evaluation datasets and the inconsistencies found in model comparisons. By providing unique evaluation sets that cover a variety of domains and capabilities, Scale ensures accurate assessments of models while minimizing the risk of overfitting. Its user-friendly interface enables effective analysis and reporting on model performance, encouraging standardized evaluations that facilitate meaningful comparisons. Additionally, Scale leverages a network of expert human raters who deliver reliable evaluations, supported by transparent metrics and stringent quality assurance measures. The platform also features specialized evaluations that utilize custom sets focusing on specific model challenges, allowing for precise improvements through the integration of new training data. This multifaceted approach not only enhances model effectiveness but also plays a significant role in advancing the AI field by promoting rigorous evaluation standards. By continuously refining evaluation methodologies, Scale Evaluation aims to elevate the entire landscape of AI development.

What is Openlayer?

Openlayer is an AI governance and observability platform that helps enterprises evaluate, monitor, and control both traditional ML and generative AI systems. The platform is designed for modern AI environments that include LLM applications, RAG pipelines, agentic systems, and complex multi-step workflows. Openlayer provides more than 100 automated tests for evaluating model quality, safety, reliability, data quality, performance, and policy compliance. Teams can use these tests to automate comprehensive model evaluations and identify issues before AI systems affect users, customers, or business operations. The platform’s observability features provide full traceability across prompts, retrieved context, agents, tool usage, intermediate steps, model outputs, and workflow decisions. Real-time guardrails help prevent prompt injections, PII leakage, biased outputs, toxicity, hallucinations, and other AI safety risks. Openlayer supports teams across the full AI lifecycle, from early experimentation and validation to production monitoring and governance reporting. Its governance automation capabilities help organizations align AI development and deployment processes with responsible AI frameworks such as NIST and the EU AI Act. The platform is built for enterprises that need to innovate with AI while maintaining security, compliance, explainability, and operational oversight. Openlayer also helps teams manage risk across both classic machine learning models and newer GenAI systems, giving organizations a unified approach to AI quality and trust. By combining automated testing, observability, real-time protection, traceability, and governance workflows, Openlayer enables safer, more reliable, and more responsible AI operations at scale.

Media

Media

Integrations Supported

Integrations Supported

Amazon Bedrock
Anthropic
Azure OpenAI Service
Claude Agent SDK
Claude Code
Databricks
ElevenAgents
Gemini
Google Cloud BigQuery
Great Expectations
LangChain
LangGraph
Microsoft 365 Copilot
Microsoft Agent Framework
Mistral AI
Open WebUI
OpenAI Agents SDK
Slack
Strands Agents
Unity AI Gateway

API Availability

API Availability

Has API

Pricing Information

Pricing not provided

Pricing Information

Pricing not provided
Free Trial Offered?

Supported Platforms

SaaS

Supported Platforms

SaaS
On-Prem

Customer Service / Support

Web-Based Support

Customer Service / Support

Standard Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training

Training Options

Documentation Hub

Company Facts

Organization Name

Scale

Date Founded

2016

Company Location

United States

Company Website

scale.com/evaluation/model-developers

Company Facts

Organization Name

Openlayer

Date Founded

2021

Company Location

United States

Company Website

www.openlayer.com

Categories and Features

LLM Evaluation

Not specified

Categories and Features

AI Gateways

Not specified

AI Governance

Not specified

AI Guardrails

Not specified

AI Observability

Not specified

AI Usage Control

Not specified

LLM Evaluation

Not specified

LLM Routers

Not specified

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