AI Cost & FinOps

Compare 167 ai cost & finops tools to find the right one for your needs

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🔧 Tools

Compare and find the best ai cost & finops for your needs

Langfuse

The open-source LLM engineering platform.

Langfuse is an open-source platform for LLM engineering, providing tools for debugging, analyzing, and iterating on LLM applications, including cost tracking.

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TrueFoundry

The Developer Platform for Generative AI

A platform for building, deploying, and managing enterprise-grade AI applications, including a powerful LLM Gateway.

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Langfuse

The open source LLM engineering platform.

Langfuse provides open-source tools for LLM tracing, evaluation, and prompt management.

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Infracost

Cloud cost estimates for Terraform in pull requests.

An open-source tool that shows cloud cost estimates for infrastructure-as-code changes, helping developers make cost-aware decisions.

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Portkey

The AI Gateway for building reliable, fast, and cost-effective LLM apps.

An AI gateway focused on observability, reliability, and performance for LLM applications.

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TrueFoundry

The Enterprise-Ready AI Gateway & Agentic Deployment Platform.

A platform for deploying and managing ML models, including an LLM gateway.

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Helicone

The open-source observability platform for LLMs.

Helicone is an open-source platform that provides observability for large language models, including cost and usage tracking.

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Vantage

The FinOps Platform.

A comprehensive FinOps platform that provides cost visibility across cloud providers, including AI/ML workload costs.

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LangSmith

A unified platform for debugging, testing, evaluating, and monitoring your LLM applications.

An observability and evaluation platform from the creators of LangChain.

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Portkey.ai

The Control Panel for AI Apps.

An AI gateway and observability platform that helps manage and monitor LLM applications.

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Zesty

The power of AI for cloud cost optimization.

An AI-powered cloud cost optimization platform that automates the management of cloud resources.

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Langfuse

Open source observability & analytics for LLM apps

An open-source platform for observing, debugging, and improving large language model (LLM) applications.

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ProsperOps

Autonomous Cloud Cost Optimization

A service that automates AWS cost optimization using Reserved Instances and Savings Plans.

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Cast AI

The Kubernetes Automation Platform

A platform that automates Kubernetes to optimize performance, reduce costs, and simplify operations.

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Moesif

API Analytics for Product-Led Growth

An API analytics platform that helps companies understand and grow their API usage, with features for cost monitoring.

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CloudZero

The Cloud Cost Intelligence & FinOps Platform.

A cloud cost intelligence platform that helps attribute 100% of cloud spend, including AI and Kubernetes costs.

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nOps

The #1 FinOps Platform for GenAI & Cloud.

A FinOps platform that helps control unpredictable generative AI costs by analyzing usage and identifying more cost-effective models.

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Moesif

API Analytics for Product-Led Growth.

An API analytics platform that extends its capabilities to track usage and cost for LLM and GenAI APIs.

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Vantage

The developer-focused cloud cost management platform.

A platform for tracking, analyzing, and optimizing cloud costs, with a focus on developer experience.

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Braintrust

The enterprise-grade platform for building and evaluating AI products.

An evaluation-first platform for testing, evaluating, and monitoring LLM applications, with cost tracking capabilities.

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CAST AI

Kubernetes Automation & Cost Optimization Platform

An AI-driven platform that automates Kubernetes cost optimization and resource management.

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Helicone

The open-source observability platform for LLMs. One-line integration to log, monitor, and manage your LLM-powered apps.

An open-source, proxy-based observability and gateway tool for LLM applications.

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Finout

Know Your Cloud Costs

A FinOps platform that provides a unified view of cloud costs and helps organizations manage and optimize their cloud spend.

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Spot by NetApp

Cloud automation and optimization for every workload.

A platform that automates cloud infrastructure to optimize performance, reduce costs, and simplify operations.

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Finout

The Enterprise FinOps Platform.

An enterprise-grade FinOps tool that unifies cloud and SaaS spend, including AI costs, into a single 'MegaBill'.

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Traceloop

Open-Source Observability for LLMs

An open-source observability platform for large language model (LLM) applications, built on OpenTelemetry.

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Finout

The Enterprise-Grade FinOps Platform

A FinOps platform for managing and optimizing cloud spend across multi-cloud and SaaS environments.

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Spot by NetApp

Cloud automation and optimization for everyone.

A platform that automates cloud infrastructure to ensure performance, reduce complexity, and optimize costs.

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CAST AI

The Kubernetes Automation Platform

CAST AI is a platform for automating Kubernetes cost optimization and management.

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Vantage

The FinOps Platform for Cloud Cost Optimization

A cloud cost management platform that provides visibility and optimization capabilities for cloud and AI spend.

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Vantage

The FinOps Platform for Cloud Costs

A cloud cost management platform that provides visibility, reporting, and optimization for your cloud and AI spend.

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nOps

The #1 FinOps and GenAI Cost Optimization Platform

nOps helps organizations manage and optimize their cloud and GenAI costs.

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KrakenD API Gateway

High-performance Open Source API Gateway.

A high-performance, open-source API gateway with AI-specific features for routing, governing, and optimizing AI workloads.

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Helicone

The open-source observability platform for Generative AI.

An open-source platform focused on providing observability, monitoring, and analytics for LLM-powered applications.

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nOps

The AI-powered FinOps platform that makes it easy to track, analyze, optimize, and report on cloud costs.

nOps is a cloud management platform that provides FinOps solutions to help businesses optimize their cloud costs, including those related to AI services.

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Arize AI

The ML Observability Platform

A platform for ML observability and model performance management, with a focus on troubleshooting and improving model outcomes.

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Vantage

The cloud cost platform for developers.

Vantage provides visibility and tools for developers to manage and optimize their cloud costs.

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CloudZero

The Cloud Cost Intelligence Platform

A cloud cost management platform that provides granular visibility into cloud spend and helps engineering teams optimize costs.

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Gloo AI Gateway

The AI Gateway for Platform Engineers

An AI gateway built on Envoy Proxy that provides traffic management, security, and observability for AI and LLM applications.

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Vantage

The cloud cost platform for engineering and FinOps teams.

Vantage is a cloud cost management platform that provides visibility and optimization tools for cloud and AI-related expenses.

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nOps

AI-powered FinOps for relentless cloud cost optimization

An AI-driven FinOps platform that helps organizations optimize cloud costs, particularly for AWS and generative AI workloads.

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CloudZero

The Cloud Cost Optimization Platform

A cloud cost intelligence platform that provides visibility and insights to optimize cloud spend.

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CloudZero

The Cloud Cost Intelligence Platform

A cloud cost intelligence platform that provides granular visibility into cloud spend and helps engineering teams optimize costs.

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Arize AI

The AI Observability and Evaluation Platform.

An ML observability platform that has extended its capabilities to monitor and evaluate LLM applications.

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Zesty

Automated Cloud Cost Optimization

A platform that automates cloud cost optimization for EC2 and EBS.

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nOps

The All-in-One Cloud Cost Optimization Platform

A platform that unifies Kubernetes cost visibility with multicloud, SaaS, and GenAI costs.

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Weights & Biases

The AI developer platform.

A platform for tracking and visualizing machine learning experiments, with features for managing and optimizing ML costs.

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Humanloop

The platform for building better LLM apps.

A platform for developing, evaluating, and monitoring large language model (LLM) applications, with features for cost optimization.

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Grafana

The open observability platform.

Grafana is a popular open-source platform for monitoring and observability, which can be extended to track AI-related costs.

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Observe.AI

The Conversation Intelligence Platform for Contact Centers.

Observe.AI is a conversation intelligence platform that uses AI to analyze customer interactions, which can provide insights into the cost-effectiveness of AI-powered agents.

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Yotascale

Cloud Cost Management for Modern Engineering Teams

A cloud cost management platform that provides visibility and optimization for Kubernetes environments.

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Sentry for LLM

Monitor your AI agent's reliability, speed, and cost.

An application monitoring platform that has extended its error and performance tracking to LLM calls.

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Comet ML

The MLOps Platform for Building and Scaling LLM-Powered Applications.

An MLOps platform that extends its experiment tracking capabilities to include LLM observability and cost monitoring.

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Kubecost

Monitor and optimize your Kubernetes spend.

An open-source tool for monitoring and managing Kubernetes costs, providing visibility into containerized workloads.

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WhyLabs

The AI Observability Platform.

An AI observability platform that monitors data health and model performance, including for LLMs.

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Coralogix

The leading observability platform for modern engineering teams.

An observability platform that provides insights into logs, metrics, and traces, with features for cost optimization.

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Kubecost

Kubernetes cost monitoring for teams that care about efficiency.

An open-source tool for real-time cost visibility and insights for Kubernetes.

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AWS Cost Explorer

Visualize, understand, and manage your AWS costs and usage over time.

Amazon's native service for exploring and analyzing AWS cloud costs, including AI and ML services.

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Coralogix

The leading real-time observability platform.

An observability platform that has introduced AI Cost Tracking for real-time monitoring of LLM workloads.

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Cloudflare AI Gateway

Your gateway to reliable, observable, and cost-effective AI applications.

A gateway that provides caching, rate limiting, and analytics for AI applications, built on Cloudflare's global network.

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Binadox

SaaS Management and Cloud Cost Optimization Platform

Binadox is a platform for managing SaaS subscriptions and optimizing cloud costs.

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Cloudflare AI Gateway

Observability for AI applications.

A gateway from Cloudflare that provides observability, control, and optimization for AI applications.

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KrakenD

The High-Performance API Gateway.

An open-source API gateway that now includes LLM routing and AI governance features.

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Coralogix

Complete observability. Zero compromises.

Coralogix is a full-stack observability platform that now includes AI cost tracking capabilities.

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Harness

The Modern Software Delivery Platform

Harness is a platform for continuous delivery, CI/CD, and cloud cost management.

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Kong AI Gateway

The AI Gateway for the Enterprise

An AI gateway from Kong that provides security, governance, and control for LLM consumption from various AI providers.

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Databricks AI Gateway

Govern, manage, and scale generative AI applications.

An AI gateway that provides centralized management, governance, and observability for LLM applications within the Databricks platform.

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Azure AI Gateway

Your gateway to enterprise-grade AI

A capability within Azure API Management that enables centralized management, security, and observability for AI and LLM APIs.

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Apptio Cloudability

Master the unit economics of the cloud.

An enterprise cloud financial management platform that provides visibility and optimization for multi-cloud spend.

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Harness Cloud Cost Management

Control cloud costs with Intelligent Automation

A cloud cost solution that provides visibility and governance for engineering and FinOps teams.

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Dynatrace

Software intelligence for the enterprise cloud.

Dynatrace is a software intelligence platform that provides AI-powered observability, including insights into the costs of cloud and AI services.

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Anodot

Autonomous Business Monitoring

An AI-powered platform for real-time anomaly detection and business monitoring.

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Azure Cost Management

Optimize your cloud spending and accelerate future investments.

Microsoft's native suite of tools for analyzing, managing, and optimizing costs on the Azure cloud.

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Apptio Cloudability

Optimize your multi-cloud financial management

A cloud financial management platform for visibility, optimization, and governance across multi-cloud environments.

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Harness

The Modern Software Delivery Platform

An end-to-end platform for software delivery that includes cloud cost management and FinOps capabilities.

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Sentry

Application monitoring from the frontend to the backend.

Sentry is a developer-first application monitoring platform that can help track the performance and errors of AI applications, indirectly providing insights into cost.

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Binadox

SaaS Management and Cloud Cost Optimization Platform

A platform for managing SaaS subscriptions and optimizing cloud costs, with features for LLM cost management.

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Harness

The Modern Software Delivery Platform.

A software delivery platform that includes a Cloud Cost Management module with capabilities for AI workload optimization.

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Apptio Cloudability

Master the unit economics of the cloud.

A cloud financial management platform that provides visibility, optimization, and governance of cloud spending.

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Flexera One

Unlock technology value and drive business impact

A unified platform for IT asset management, SaaS, FinOps, and IT visibility.

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Logz.io

Cloud-native observability for modern engineering teams.

Logz.io is a cloud observability platform based on open-source ELK and Grafana, which can be used to analyze AI-related costs.

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Datadog

The monitoring and security platform for cloud applications.

Datadog is a leading observability platform for cloud-scale applications.

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New Relic

The All-in-One Observability Platform.

New Relic is a comprehensive observability platform that helps engineers monitor, debug, and improve their entire stack, with capabilities to track AI-related costs.

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Vertex AI

Google Cloud's unified AI platform.

Vertex AI is a managed machine learning platform for building, deploying, and scaling ML models.

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Kong AI Gateway

The AI Gateway for the Enterprise

An enterprise-grade AI gateway for managing and securing AI traffic.

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Datadog

See inside any stack, any app, at any scale, anywhere.

Datadog is a leading observability platform that provides monitoring of cloud applications, including cost management features for AI workloads.

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Datadog

Unified monitoring and security for any stack, at any scale.

A comprehensive monitoring and analytics platform that offers solutions for observing AI and ML workloads.

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Flexera One

The Technology Value Optimization Platform

A comprehensive IT management platform that includes FinOps capabilities for optimizing cloud and IT spend.

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New Relic

The All-in-One Observability Platform

An observability platform that provides tools to monitor and optimize the performance and cost of AI applications.

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Datadog

See inside any stack, any app, at any scale, anywhere.

A monitoring and security platform for cloud applications, providing observability into infrastructure, applications, and logs.

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Splunk

The Key to Enterprise Resilience.

Splunk is a data platform that provides observability, security, and IT operations solutions, which can be used to monitor AI-related costs.

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Datadog LLM Observability

Monitor, improve, and scale your LLM applications with a unified platform.

An enterprise-grade observability platform extending its monitoring capabilities to LLM applications.

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New Relic AI Monitoring

Full-stack AI observability for your entire AI stack.

A unified observability platform that provides monitoring for AI applications, including LLM performance and cost.

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Sumo Logic

The SaaS Log Analytics Platform for Modern Applications.

Sumo Logic is a cloud-native log management and analytics platform that can be used to monitor and analyze the costs of AI workloads.

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LiteLLM

A simple library to call 100+ LLMs using the same OpenAI format.

An open-source library that provides a unified interface for calling various LLM APIs, with built-in cost tracking.

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OpenLLMetry

Open-source observability for your LLM applications.

An open-source observability solution for LLMs, built on OpenTelemetry standards.

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WrangleAI

The Control Plane for LLM Usage and Optimization

An enterprise-grade platform for managing LLM usage, performance, and cost.

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Economize

AI Cost Management Platform

A platform for managing and optimizing AI and cloud spend.

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ScaleOps

Autonomous Kubernetes Optimization

A self-hosted platform for continuous, real-time resource management in Kubernetes environments.

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Ternary

The FinOps Platform for Google Cloud

A FinOps solution built specifically for Google Cloud customers.

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Langfuse

The open source LLM engineering platform. Observability, evals, prompt management and metrics for your LLM app.

An open-source platform for LLM tracing, evaluation, prompt management, and cost tracking.

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Kosmoy

The AI Command Center

A platform for managing and optimizing generative AI applications, with a focus on cost control and performance.

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WrangleAI

The AI Control Plane

A platform for managing and optimizing AI spend, providing visibility, control, and automation.

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Replex

Cloud-native Governance & Cost Management

A platform for managing costs and governance in cloud-native environments.

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CloudPilot AI

AI-Powered Cloud Cost Optimization

An AI-powered platform that helps organizations optimize their cloud costs through automated recommendations and actions.

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TensorZero

Open-source stack for industrial-grade LLM applications.

An open-source platform that unifies an LLM gateway, observability, optimization, evaluation, and experimentation.

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RouteLLM

An Open-Source Framework for Cost-Effective LLM Routing.

An open-source framework for serving and evaluating LLM routers that can significantly reduce costs without compromising quality.

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NVIDIA NIM

Run AI Models Anywhere.

A set of optimized, cloud-native microservices from NVIDIA for deploying generative AI models at scale.

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Vellum AI

Build agents in plain English.

An AI development platform for building, evaluating, and deploying LLM-powered workflows and agents.

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Orq.ai

The platform for building, testing, and shipping agentic AI systems at scale.

A platform designed for software teams to manage and scale agentic AI systems, with tools for prompt refinement, use case implementation, and performance tracking.

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Taam Cloud

A unified AI hub for businesses and developers.

An AI hub that provides access to over 200 AI models and tools through a single API, along with an AI gateway and observability features.

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TensorBlock

AI for All. Accessible. Open. Fair.

An open-source AI infrastructure platform with a self-hosted API gateway that unifies connections to any LLM provider.

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SambaNova Systems

The full-stack AI platform for the enterprise.

A full-stack AI platform that provides integrated hardware and software solutions for enterprises, including high-performance LLMs accessible via a unified API.

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Groq

The LPU™ Inference Engine.

A company that builds a specialized AI accelerator called the Language Processing Unit (LPU) to provide the fastest inference performance for LLMs.

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MindPal

Turn domain expertise into shareable AI agents with no-code.

A no-code platform for building and deploying AI agents and multi-agent workflows to automate business processes.

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Portkey AI

Control Center for AI Apps

An AI gateway and observability platform to monitor, manage, and optimize LLM-powered applications.

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OpenRouter

Access any LLM with one API.

A single API for accessing a wide variety of large language models.

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Helicone

The open-source LLM observability platform.

An open-source platform for monitoring, logging, and analyzing requests to large language models.

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Eden AI

One API for all AI technologies

A unified API for accessing a wide range of AI models and services.

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Portkey.ai

The Control Panel for your LLM Apps

An AI gateway and observability platform that helps teams monitor, manage, and optimize their LLM-powered applications.

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Unify AI

The Universal API for Generative AI

A unified API for accessing a wide range of LLMs, simplifying integration and model selection.

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Traceloop

Open-Source Observability for LLM Apps

An open-source platform for tracing and observing LLM applications, built on OpenTelemetry.

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LangSmith

A unified platform for debugging, testing, evaluating, and monitoring your LLM applications.

Part of the LangChain ecosystem, LangSmith provides a comprehensive suite of tools for the entire LLM application lifecycle.

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Langfuse

Open Source LLM Engineering Platform

An open-source platform for LLM observability, analytics, and prompt management.

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WrangleAI

The Control Plane for AI Usage and Spend

A platform for managing and optimizing AI spend across various models and providers.

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TrueFoundry

The Unified Platform for Generative AI and ML

An end-to-end platform for building, deploying, and monitoring LLM and ML models with a focus on cost optimization and governance.

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Cloudgov.ai

Autonomous Multi-cloud Cost Optimization

Cloudgov.ai is an AI-powered platform for managing and optimizing multi-cloud costs.

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Orq.ai

The Generative AI Collaboration Platform

A platform for teams to build, ship, and scale AI products, including an AI gateway.

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Bifrost by Maxim AI

The High-Performance AI Gateway

A high-performance, open-source LLM gateway built in Go for production-scale applications.

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Mirascope

The Pythonic way to build with LLMs.

An open-source Python library for building and managing LLM applications with a focus on clean, maintainable code.

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Taam Cloud

The AI Gateway for Modern Teams

An AI gateway and observability platform that provides access to over 200 AI models and real-time performance monitoring.

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ShareAI

The People-Powered AI API

A multi-provider AI API with a focus on transparency and community-powered infrastructure.

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Fastlane AI

The Hub of Decentralized AI Agents

An infrastructure hub for developing, deploying, and managing decentralized AI agents and dApps.

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Cloudthread

Cloud FinOps for Engineers

A FinOps platform that helps engineering teams understand and optimize their cloud costs.

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Kosmoy

The Enterprise GenAI Success Platform

Kosmoy is a platform for governing, building, and monitoring AI applications at scale.

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ShareAI

One API to 150+ AI Models

ShareAI provides a single API to access over 150 open-source AI models.

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Helicone AI

The open-source observability platform for developers building with LLMs.

An AI gateway and observability platform for monitoring and managing LLM applications.

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BricksLLM

The AI Gateway for Production LLMs.

A cloud-native AI gateway for managing and controlling access to LLM APIs.

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LiteLLM

Call any LLM using the OpenAI format.

An open-source library that provides a unified interface to over 100 LLM providers, simplifying API management and model switching.

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LLMGateway

Route, manage, and analyze your LLM requests across multiple providers with a unified API interface.

An open-source API gateway for Large Language Models.

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nexos.ai

The all-in-one AI platform for business.

An enterprise-focused AI platform for managing and governing the use of large language models.

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Economize

Cloud Cost Optimization for AI, AWS, and Google Cloud

Economize is a cloud cost optimization platform that helps businesses manage and reduce their cloud and AI spend.

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WrangleAI

The Control Plane for LLM Usage and Optimisation

WrangleAI provides visibility, control, and optimization for enterprise LLM usage and costs.

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RouteLLM

An open-source framework for dynamic LLM routing.

A framework for intelligently routing LLM queries to the most suitable model.

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Latitude

The open-source framework for building production-ready LLM applications.

An open-source platform for LLM routing, cost management, and workflow integration.

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PickLLM

A system for cost-conscious LLM routing.

A reinforcement learning-based system for selecting the most cost-effective LLM.

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FinOpsly

AI-Powered FinOps Platform

FinOpsly is an AI-powered platform for cloud financial management.

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LangDB AI Gateway

A high-performance, open-source API gateway for LLM traffic.

An open-source gateway for managing and monitoring LLM traffic at scale.

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NVIDIA AI Gateway

Scalable, Flexible, and Efficient Connectivity for AI.

A framework for managing and routing LLM requests within the NVIDIA ecosystem.

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Vantage

A FinOps platform built for the era of AI.

Multi-cloud cost management and optimization platform with a focus on AI workloads and developer-friendly tools.

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WrangleAI

The Control Plane for AI Usage & Cost.

An enterprise-grade platform for visibility, control, and governance over generative AI usage and spending.

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Portkey

Control, Reliability, and Observability for your LLM Apps.

An AI gateway and observability platform to monitor, manage, and optimize LLM-powered applications.

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Eden AI

One API to connect all AI engines.

A unified API that provides access to a wide range of AI models for text, vision, speech, and more.

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Cloudflare AI Gateway

Make AI applications more observable, reliable, and scalable.

A gateway that sits between your application and AI providers to offer analytics, caching, and rate limiting.

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Martian

The Model Router for LLMs.

An intelligent router that directs LLM queries to the most suitable model.

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Together AI

The fastest cloud for generative AI.

A cloud platform providing high-performance inference and fine-tuning for open-source generative AI models.

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Langfuse

The open source LLM engineering platform.

An open-source platform for LLM observability, tracing, evaluation, and prompt management.

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PromptLayer

The developer platform for prompt engineering.

A platform for tracking, managing, and evaluating your GPT prompt engineering.

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Berri AI

Connect your data. Build production-ready chatGPT apps in minutes.

An API platform for SaaS businesses to programmatically create and manage ChatGPT applications on their own data.

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Xenonify.ai

Next-Gen FinOps with Generative AI

Xenonify.ai is a FinOps platform that uses generative AI to automate cloud cost management.

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Amnic

The FinOps OS for Cloud Cost Intelligence

Amnic is a FinOps platform that uses AI agents to automate cloud cost management.

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WrangleAI

The Control Plane for AI Usage & Cost.

WrangleAI is a platform designed to help teams track, control, and optimize their AI usage and costs across various models and providers.

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Bifrost by Maxim AI

The fastest open-source LLM gateway.

A high-performance, open-source LLM gateway built in Go for production-grade AI systems requiring maximum speed and reliability.

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OpenRouter

The Unified Interface For LLMs.

A unified API that provides access to a wide range of AI models from various providers through a single interface.

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Unify.ai

AI Agents built for prospecting and personalization.

An AI-powered platform that helps sales teams automate research, qualify leads, and personalize outreach.

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BricksLLM

Simplifying LLM ops in production.

An open-source, cloud-native AI gateway written in Go, designed to monitor and control LLM usage with features like rate limiting and cost control.

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Helicone

The open-source LLM observability platform for developers.

An observability and monitoring platform for LLM applications, focusing on request logging, debugging, and analytics.

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