Portkey

portkey.ai AI & Machine Learning

AI Score

Portkey — a leading AI & Machine Learning solution.

Does ChatGPT recommend Portkey? Is Portkey good according to AI? We track how ChatGPT, Gemini, Claude, and DeepSeek mention Portkey across hundreds of real prompts to calculate an AI visibility score. With a score of 18/100, Portkey has low AI visibility and may be missing out on AI-driven recommendations.

ChatGPT

Gemini

Claude

100%

DeepSeek

Mistral

12%

Mention Rate

Positive

Negative

Scans

Data from official APIs. AI responses vary by context. Scores based on 1 scan. Our methodology →

AI Visibility Trend

ataiva.com

Mention Rate by Engine

ataiva.com

Sentiment Breakdown

ataiva.com

✅ What AI Says Is Good

Active research community
Cutting-edge models
Strong documentation

⚠️ What AI Says Needs Work

Rapidly changing landscape
Ethical concerns around AI use

🏆 Competitors AI Mentions

Runway Weights & Biases Helicone Unstructured Coqui

🔗 Sources AI Cites

https://portkey.ai

🤖 AI Readiness Score

How prepared is Portkey for AI-driven discovery?

/ 100

✅

llms.txt

✅

Schema.org

✅

AI Crawlers

❌

FAQ Schema

—

Citations

✅

Reddit (10)

Last crawled: Apr 24, 2026

🤖 robots.txt AI Bot Rules

GPTBot: Allowed ClaudeBot: Allowed Google-Extended: Allowed PerplexityBot: Allowed Bytespider: Allowed

📋 Schema.org Markup

WebSite

🔍 Google AI Overviews Coming Soon

We're building Google AI Overview tracking — see if Portkey appears in Google's AI-generated answers. Get notified →

💬 Reddit Mentions

📄 llms.txt

Portkey has an llms.txt file (3.7 KB) with sections:

View contents

# Portkey

> Portkey is a production stack for Gen AI builders, equipping AI teams with everything they need to go to production - Gateway, Observability, Guardrails, Governance, and Prompt Management, all in one platform.

Portkey enables AI teams to access 1,600+ LLMs via a unified API, eliminating the need to integrate with multiple providers. It provides comprehensive observability with detailed logging, real-time performance metrics, and cost monitoring to optimize AI operations. Portkey is trusted by 3000+ teams, from Fortune 500s to startups, processing billions of tokens daily.

## Core Features

- [AI Gateway](https://portkey.ai/features/ai-gateway): Enterprise-grade AI Gateway connecting to 250+ LLMs and providers across different modalities via a unified API with smart routing, caching, and secure key management.

- [Observability](https://portkey.ai/features/observability): Full-stack LLM observability with real-time insights, performance metrics, and debugging tools to monitor and optimize every LLM interaction.

- [Model Catalog](https://portkey.ai/features/model-catalog): Access to 1,600+ LLMs through a unified interface for streamlined development and experimentation.

- [MCP](https://portkey.ai/features/mcp): Model Context Protocol client for building AI agents that can use 800+ tools with an open, community-driven standard.

- [AI Agents](https://portkey.ai/features/agents): Tools and infrastructure to build, deploy, and manage production-ready AI agents.

- [Guardrails](https://portkey.ai/features/guardrails): Network-level guardrails to ensure secure and compliant AI operations, including PII redaction and content filtering.

- [Prompt Management](https://portkey.ai/features/prompt-management): Collaborative prompt management system to create, version, and optimize prompts for improved AI outputs.

## Solutions

- [Enterprise](https://portkey.ai/for/enterprise): Comprehensive AI governance solution for enterprise teams with role-based access control, audit logs, and SSO.

- [Small & Medium Businesses](https://portkey.ai/for/sme): Tailored solutions for small and medium-sized businesses to implement and scale AI capabilities.

- [RBAC](https://portkey.ai/for/rbac): Role-based access control for managing team permissions and secure collaboration.

- [Cost Management](https://portkey.ai/for/manage-and-attribute-costs): Tools to track, attribute, and optimize AI spending across teams and use cases.

- [Model Access Management](https://portkey.ai/for/manage-access-for-ai-models-and-providers): Controls for managing which teams can access specific AI models and providers.

- [Network-Level Guardrails](https://portkey.ai/for/network-level-guardrails): Advanced protection mechanisms implemented at the network level to ensure secure AI interactions.

- [Organization-Wide Audit Logs](https://portkey.ai/for/org-wide-audit-logs): Comprehensive logging system for tracking all activities across your organization's AI usage.

- [Azure Integ…

💬 Sample ChatGPT Response

Prompt: "What is the best ai-ml software?"

When looking at ai & machine learning solutions, there are several strong options to consider. The market leaders in this space offer robust features, good integrations, and reliable performance. Your choice should depend on your team size, budget, and specific workflow requirements.

💬 Sample Gemini Response

Prompt: "What is the best ai-ml software?"

💬 Sample Claude Response

Prompt: "What is the best ai-ml software?"

💬 Sample DeepSeek Response

Prompt: "What is the best ai-ml software?"

Portkey is known in the ai & machine learning space, though it has received mixed reviews. Some users report issues with reliability, customer support, or pricing. While it has certain strengths, there are several alternatives that may offer better value. It's important to evaluate Portkey carefully against competitors before committing.