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What is Respan?

Respan is a comprehensive AI observability and evaluation platform engineered to help teams build, monitor, and improve AI agents without guesswork. It offers deep execution tracing that captures every layer of agent behavior, including message flows, tool calls, routing decisions, memory interactions, and final outputs. Instead of providing isolated dashboards, Respan creates a unified closed-loop system that connects observability, evaluation, optimization, and deployment. Teams can establish metric-first evaluation frameworks centered on accuracy, reliability, safety, cost efficiency, and other mission-critical performance indicators. Capability evaluations allow teams to hill-climb new features, while regression suites protect previously validated behaviors from breaking. Multi-trial testing accounts for non-deterministic model outputs, ensuring statistically meaningful performance analysis. Respan’s AI-powered evaluation agent analyzes failures across runs, pinpoints root causes, and recommends which tests should graduate or be expanded. The platform integrates seamlessly with leading AI providers and ecosystems, including OpenAI, Anthropic, AWS Bedrock, Google Vertex AI, LangChain, and LlamaIndex. It is built to handle production workloads at massive scale, supporting organizations processing trillions of tokens. Enterprise-grade compliance standards—including ISO 27001, SOC 2 Type II, GDPR, and HIPAA—ensure data security and privacy. With SDKs, integrations, and prompt optimization tools, Respan empowers engineering and product teams to debug faster, reduce production risk, and ship more reliable AI agents.

What is Deepchecks?

Quickly deploy high-quality LLM applications while upholding stringent testing protocols. You shouldn't feel limited by the complex and often subjective nature of LLM interactions. Generative AI tends to produce subjective results, and assessing the quality of the output regularly requires the insights of a specialist in the field. If you are in the process of creating an LLM application, you are likely familiar with the numerous limitations and edge cases that need careful management before launching successfully. Challenges like hallucinations, incorrect outputs, biases, deviations from policy, and potentially dangerous content must all be identified, examined, and resolved both before and after your application goes live. Deepchecks provides an automated solution for this evaluation process, enabling you to receive "estimated annotations" that only need your attention when absolutely necessary. With more than 1,000 companies using our platform and integration into over 300 open-source projects, our primary LLM product has been thoroughly validated and is trustworthy. You can effectively validate machine learning models and datasets with minimal effort during both the research and production phases, which helps to streamline your workflow and enhance overall efficiency. This allows you to prioritize innovation while still ensuring high standards of quality and safety in your applications. Ultimately, our tools empower you to navigate the complexities of LLM deployment with confidence and ease.

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Integrations Supported

Amazon SageMaker
Claude
Codestral Mamba
GPT-3.5
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini Nano
Gemini Pro
Google AI Plus
Mathstral
Ministral 3B
Ministral 8B
Mistral 7B
Mistral AI
Mistral Large
Mistral Small
Mixtral 8x22B
Mixtral 8x7B
Pixtral Large
Python

Integrations Supported

Amazon SageMaker
Claude
Codestral Mamba
GPT-3.5
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini Nano
Gemini Pro
Google AI Plus
Mathstral
Ministral 3B
Ministral 8B
Mistral 7B
Mistral AI
Mistral Large
Mistral Small
Mixtral 8x22B
Mixtral 8x7B
Pixtral Large
Python

API Availability

Has API

API Availability

Has API

Pricing Information

$0/month
Free Trial Offered?
Free Version

Pricing Information

$1,000 per month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Respan

Date Founded

2023

Company Location

United States

Company Website

www.respan.ai/

Company Facts

Organization Name

Deepchecks

Date Founded

2019

Company Location

United States

Company Website

deepchecks.com

Categories and Features

DevOps

Approval Workflow
Dashboard
KPIs
Policy Management
Portfolio Management
Prioritization
Release Management
Timeline Management
Troubleshooting Reports

Categories and Features

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Popular Alternatives

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