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Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Description

Papaya serves as the optimization engine tailored for AI agents, enabling engineers to link their agents through an SDK. By examining production traces, Papaya identifies areas for enhancement concerning context, prompts, prompt caching, subagents, and tool interactions. It provides actionable suggestions organized by quality, latency, and cost implications, along with the production runs that led to each insight. When enhancements receive approval, they can be implemented into production as pull requests. With over 200 research-driven analyses, Papaya often uncovers quality improvements exceeding 10% right from the initial workflow assessment, making it a powerful tool for continuous optimization. This capability allows teams to refine their AI processes efficiently and effectively.

Description

Respan is an AI observability and evaluation platform designed to help teams monitor, test, and optimize AI agents at scale. It provides deep execution tracing across conversations, tool invocations, routing logic, memory states, and final outputs. Rather than stopping at basic logging, Respan creates a closed-loop system that links monitoring, evaluation, and iteration into one workflow. Teams can define stable, metric-driven evaluation frameworks focused on performance indicators like reliability, safety, cost efficiency, and accuracy. Built-in capability and regression testing protects existing behaviors while enabling controlled experimentation and improvement. A dedicated evaluation agent uses AI to analyze failed trials, localize root causes, and suggest what to test next. Multi-trial evaluation accounts for non-deterministic outputs common in modern AI systems. Respan integrates with major AI providers and frameworks including OpenAI, Anthropic, LangChain, and Google Vertex AI. Designed for high-scale environments handling trillions of tokens, it supports enterprise-grade reliability. Backed by ISO 27001, SOC 2, GDPR, and HIPAA compliance, Respan delivers secure observability for production AI systems.

API Access

Has API

API Access

Has API

Screenshots View All

No images available

Screenshots View All

Integrations

Codestral
Codestral Mamba
GPT-3.5
GPT-4
Gemini
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0
Gemini 2.0 Flash
Gemini Enterprise
Gemini Nano
Mathstral
Ministral 8B
Mistral 7B
Mistral AI
Mistral Large
Mistral NeMo
Mixtral 8x22B
Mixtral 8x7B
Pixtral Large

Integrations

Codestral
Codestral Mamba
GPT-3.5
GPT-4
Gemini
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0
Gemini 2.0 Flash
Gemini Enterprise
Gemini Nano
Mathstral
Ministral 8B
Mistral 7B
Mistral AI
Mistral Large
Mistral NeMo
Mixtral 8x22B
Mixtral 8x7B
Pixtral Large

Pricing Details

Free
Free Trial
Free Version

Pricing Details

$0/month
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Papaya

Founded

2026

Country

United States

Website

papaya.fyi/

Vendor Details

Company Name

Respan

Founded

2023

Country

United States

Website

www.respan.ai/

Product Features

Product Features

DevOps

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

Alternatives

Alternatives

Braintrust Reviews

Braintrust

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