Best ai cost management tools in 2025

UbiOps

Centralized management for AI model deployment across environments.

FriendliAI

Generative AI inference system for streamlined model deployment.

Helicone

Monitor and debug large language model applications in real-time.

Future AGI

Evaluate and optimize AI applications for high performance.

Fiddler AI

AI monitoring for transparent decision-making and compliance.

AIDE by Weco

Automates and enhances machine learning processes for teams.

Gentrace

Automated evaluations for generative AI models.

Humanloop

Collaborative environment for evaluating large language models.

LlamaChat

Engage in conversations with various AI models on your Mac.

thisorthis.ai

Compare responses from various generative AI models seamlessly.

CloudFactory

Intelligent AI data management for effective model deployment.

AIxBlock

Build and deploy AI models without coding skills.

FluidStack

Access thousands of powerful Nvidia GPUs for AI projects.

Jarvis/HuggingGPT

Connects AI models for efficient management and collaboration.

Lucida

Manage and deploy AI models seamlessly across environments.

Ray

Framework for distributing machine learning workloads easily.

api-usage

Monitor expenses for OpenAI API usage effectively.

Mem0

Memory layer for enhanced AI personalization and efficiency.

ZETIC.MLange

On-device AI processing for enhanced performance and security.

Clear.ml

Integrated solution for AI model management and deployment.

Free + from $15/m
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Megatron LM

Advanced framework for training large transformer models efficiently.