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About

Guild AI is an open-source experiment tracking toolkit designed to bring systematic control to machine learning workflows, enabling users to build better models faster. It automatically captures every detail of training runs as unique experiments, facilitating comprehensive tracking and analysis. Users can compare and analyze runs to deepen their understanding and incrementally improve models. Guild AI simplifies hyperparameter tuning by applying state-of-the-art algorithms through straightforward commands, eliminating the need for complex trial setups. It also supports the automation of pipelines, accelerating model development, reducing errors, and providing measurable results. The toolkit is platform-agnostic, running on all major operating systems and integrating seamlessly with existing software engineering tools. Guild AI supports various remote storage types, including Amazon S3, Google Cloud Storage, Azure Blob Storage, and SSH servers.

About

OpenObserve is an open source observability platform for logs, metrics, and traces that emphasizes high performance, scalability, and dramatically lower cost. It supports petabyte-scale observability thanks to features like data compression using columnar storage and the ability to use “bring your own bucket” storage (local disk, S3, GCS, Azure Blob, etc.). It is written in Rust, uses the DataFusion query engine to directly query Parquet files, and provides a stateless, horizontally scalable architecture with caching (both result and disk) to maintain speed under heavy load. It embraces open standards (OpenTelemetry compatibility, vendor-neutral APIs), so it fits into existing monitoring/logging workflows. Key modules include logs, metrics, traces, frontend monitoring, pipelines, alerts, and dashboards/visualizations.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Individuals and teams seeking a solution to track experiments, automate pipelines, and optimize their hyperparameters

Audience

DevOps and companies wanting a solution to manage and optimize their logs, metrics, and traces

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

$0.30 per GB
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Guild AI
Founded: 2018
United States
guild.ai/

Company Information

OpenObserve
Founded: 2022
United States
openobserve.ai/

Alternatives

Keepsake

Keepsake

Replicate

Alternatives

Grafana Cloud

Grafana Cloud

Grafana Labs
Guild Jeweler

Guild Jeweler

Guild Jeweler Software Solutions
TelemetryHub

TelemetryHub

TelemetryHub by Scout APM
Logfire

Logfire

Pydantic

Categories

Categories

Integrations

Amazon S3
Azure Blob Storage
Amazon Web Services (AWS)
Apache Parquet
Google Cloud Platform
Google Cloud Storage
HTML
Jupyter Notebook
Keras
Kubernetes
LaTeX
MXNet
Markdown
OpenTelemetry
PyTorch
Rust
TensorFlow
scikit-learn

Integrations

Amazon S3
Azure Blob Storage
Amazon Web Services (AWS)
Apache Parquet
Google Cloud Platform
Google Cloud Storage
HTML
Jupyter Notebook
Keras
Kubernetes
LaTeX
MXNet
Markdown
OpenTelemetry
PyTorch
Rust
TensorFlow
scikit-learn
Claim Guild AI and update features and information
Claim Guild AI and update features and information
Claim OpenObserve and update features and information
Claim OpenObserve and update features and information