54 tools

AI Tools - MLOps & Infrastructure

DVC logo

DVC

MLOps & Infrastructure
VerifiedVerified
Pricing:
Free
Monthly users:
–

Version control for data and machine learning projects.

Feast logo

Feast

MLOps & Infrastructure
VerifiedVerified
Pricing:
Free
Monthly users:
–

Open-source feature store for machine learning.

Hugging Face logo

Hugging Face

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Hub for sharing and deploying machine learning models, datasets and demos.

Chroma logo

Chroma

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Open-source embedding database for AI apps.

KServe logo

KServe

MLOps & Infrastructure
VerifiedVerified
Pricing:
Free
Monthly users:
–

Standard model inference platform on Kubernetes.

Comet logo

Comet

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Experiment management and LLM evaluation platform.

Cerebras logo

Cerebras

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

AI compute and inference platform on wafer-scale chips.

OpenPipe logo

OpenPipe

MLOps & Infrastructure
VerifiedVerified
Pricing:
Contact Sales
Monthly users:
–

Platform for fine-tuning LLMs from production data.

Ray logo

Ray

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Distributed computing framework for scaling AI workloads.

Lambda logo

Lambda

MLOps & Infrastructure
VerifiedVerified
Pricing:
Paid
Monthly users:
–

GPU cloud and workstations for AI training and inference.

llama.cpp logo

llama.cpp

MLOps & Infrastructure
VerifiedVerified
Pricing:
Free
Monthly users:
–

C++ library for running LLMs on consumer hardware.

OpenVINO logo

OpenVINO

MLOps & Infrastructure
VerifiedVerified
Pricing:
Free
Monthly users:
–

Intel's toolkit for optimizing AI inference.

ClearML logo

ClearML

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Open-source MLOps platform for experiment tracking and orchestration.

Dagster logo

Dagster

MLOps & Infrastructure
VerifiedVerified
Pricing:
Free Trial
Monthly users:
–

Data orchestration platform for data and ML assets.

Scale AI logo

Scale AI

MLOps & Infrastructure
VerifiedVerified
Pricing:
Contact Sales
Monthly users:
–

Data and evaluation platform for AI model development.

vLLM logo

vLLM

MLOps & Infrastructure
VerifiedVerified
Pricing:
Free
Monthly users:
–

High-throughput open-source LLM inference engine.

Unsloth logo

Unsloth

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Faster, memory-efficient LLM fine-tuning.

CoreWeave logo

CoreWeave

MLOps & Infrastructure
VerifiedVerified
Pricing:
Contact Sales
Monthly users:
–

Specialized GPU cloud provider for AI workloads.

Roboflow logo

Roboflow

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Computer vision platform for labeling, training and deploying models.

Prefect logo

Prefect

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Workflow orchestration platform for data and ML pipelines.

LakeFS logo

LakeFS

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Git-like version control for data lakes.

Snorkel AI logo

Snorkel AI

MLOps & Infrastructure
VerifiedVerified
Pricing:
Contact Sales
Monthly users:
–

Data-centric AI platform for programmatic labeling.

Pinecone logo

Pinecone

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Managed vector database for AI applications.

Arize AI logo

Arize AI

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

ML and LLM observability and evaluation platform.

LM Studio logo

LM Studio

MLOps & Infrastructure
VerifiedVerified
Pricing:
Free
Monthly users:
–

Desktop app for running local language models.

BentoML logo

BentoML

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Framework and platform for serving AI models.

Fiddler AI logo

Fiddler AI

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

AI observability and model monitoring platform.

Crusoe logo

Crusoe

MLOps & Infrastructure
VerifiedVerified
Pricing:
Paid
Monthly users:
–

AI cloud infrastructure provider.

Lightning AI logo

Lightning AI

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Platform for developing, training and deploying AI models.

Vertex AI logo

Vertex AI

MLOps & Infrastructure
VerifiedVerified
Pricing:
Paid
Monthly users:
–

Google Cloud unified ML and generative AI platform.

Flyte logo

Flyte

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Workflow orchestration for data and ML pipelines.

Evidently AI logo

Evidently AI

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Open-source tools for ML and LLM monitoring.

ZenML logo

ZenML

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Open-source MLOps framework for portable ML pipelines.

Qdrant logo

Qdrant

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Open-source vector search engine.

Paperspace logo

Paperspace

MLOps & Infrastructure
VerifiedVerified
Pricing:
Paid
Monthly users:
–

Cloud GPU platform for machine learning.

Axolotl logo

Axolotl

MLOps & Infrastructure
VerifiedVerified
Pricing:
Free
Monthly users:
–

Open-source tool for fine-tuning LLMs.

ONNX Runtime logo

ONNX Runtime

MLOps & Infrastructure
VerifiedVerified
Pricing:
Free
Monthly users:
–

Cross-platform engine for running ML models.

Nebius logo

Nebius

MLOps & Infrastructure
VerifiedVerified
Pricing:
Paid
Monthly users:
–

AI-focused cloud platform with GPU infrastructure.

Weaviate logo

Weaviate

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Open-source vector database for AI search.

RunPod logo

RunPod

MLOps & Infrastructure
VerifiedVerified
Pricing:
Paid
Monthly users:
–

GPU cloud for training and deploying AI models.

W

WhyLabs

MLOps & Infrastructure
VerifiedVerified
Pricing:
Free
Monthly users:
–

AI observability and data monitoring platform.

Hopsworks logo

Hopsworks

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Feature store and ML platform.

Labelbox logo

Labelbox

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Data labeling and AI data platform.

SambaNova logo

SambaNova

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

AI platform and inference cloud on custom chips.

Text Generation Inference logo

Text Generation Inference

MLOps & Infrastructure
VerifiedVerified
Pricing:
Free
Monthly users:
–

Hugging Face's toolkit for serving LLMs.

Kubeflow logo

Kubeflow

MLOps & Infrastructure
VerifiedVerified
Pricing:
Free
Monthly users:
–

Open-source machine learning toolkit for Kubernetes.

Vast.ai logo

Vast.ai

MLOps & Infrastructure
VerifiedVerified
Pricing:
Paid
Monthly users:
–

Marketplace for renting GPU compute.

Metaflow logo

Metaflow

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Framework for building and managing real-life data science projects.

Zilliz logo

Zilliz

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Managed Milvus vector database service.

Amazon SageMaker logo

Amazon SageMaker

MLOps & Infrastructure
VerifiedVerified
Pricing:
Paid
Monthly users:
–

AWS managed service for building, training and deploying ML models.

Azure Machine Learning logo

Azure Machine Learning

MLOps & Infrastructure
VerifiedVerified
Pricing:
Paid
Monthly users:
–

Microsoft cloud service for building and deploying ML models.

Label Studio logo

Label Studio

MLOps & Infrastructure
VerifiedVerified
Pricing:
Freemium
Monthly users:
–

Open-source data labeling tool.

TensorRT-LLM logo

TensorRT-LLM

MLOps & Infrastructure
VerifiedVerified
Pricing:
Free
Monthly users:
–

NVIDIA library for optimizing LLM inference.

Triton Inference Server logo

Triton Inference Server

MLOps & Infrastructure
VerifiedVerified
Pricing:
Free
Monthly users:
–

NVIDIA's open-source inference serving software.