Weights & Biases (CoreWeave Forge) records 315,624 monthly visits with -80.2% month-over-month growth and Freemium, Contact for Pricing, Free pricing. RIDO Protocol records 5,176 monthly visits with -34.7% growth and Flexible pricing.
Track, evaluate, and ship AI models and agents in one connected environment.
Own your personal data and turn it into value on-chain
| Dimension / Metric | | |
|---|---|---|
| Official Domain | wandb.ai | rido.io |
| Pricing Model | Freemium, Contact for Pricing, Free | Flexible |
| Monthly Visits | 315.62K (315,624) | 5.18K (5,176) |
| MoM Traffic Delta | -1.28M (-80.2%) | -2.75K (-34.7%) |
| Primary Market & Share | 🇺🇸 United States (32.2%) | 🇺🇸 United States (58.4%) |
| Direct Visits / mo | 230.88K | 2.13K |
| User Rating | 4.7 | 3.5 |
| Supported Platforms | Website | Website |
Track, evaluate, and ship AI models and agents in one connected environment.
Log metrics, losses, and media from training runs and compare them side by side in interactive charts to spot what actually improves your model.
Run automated hyperparameter sweeps and visualize parameter importance so you can converge on better configurations faster.
Version datasets and model artifacts, track lineage, and promote models through a registry from training to production.
Build, log, and evaluate LLM prompts and applications, with tracing and evaluation tools grouped under an LLMOps workflow.
Own your personal data and turn it into value on-chain
Data owners can adjust who may access their information at any time, while edits to the underlying data must conform to its declared definition.
Users define new data variables, declare their structure and generation function, and reuse those variables across multiple applications.
Access rules can be expressed through NFTs, tokens or bespoke logic, so anyone meeting the conditions can read the data without a central gatekeeper.
A two-way market where users list or offer data information and ownership rights, with a DataFi layer designed to move both data and value.
Free / Open-sourceRun and build with open AI models locally or in the cloud
Free / Open-sourceRun and build with open AI models locally or in the cloud
Free / Open-sourcePrivacy-first AI surveys with end-to-end encrypted responses
Free / Open-sourcePrivacy-first AI surveys with end-to-end encrypted responses
Free / Open-sourceProvides deep production LLM observability and tracing, focusing heavily on debugging production failures and drift.
Free / Open-sourceProvides deep production LLM observability and tracing, focusing heavily on debugging production failures and drift.
Free / Open-sourceA personal AI that learns you, then acts and socializes on your behalf
Free / Open-sourceA personal AI that learns you, then acts and socializes on your behalf
SpecialistFeatures simulation and guardrail tools for testing LLM safety and robustness before production deployment.
SpecialistFeatures simulation and guardrail tools for testing LLM safety and robustness before production deployment.
Free / Open-sourceOffers robust LLM evaluation and testing suites with integrated enterprise gateways, prioritizing prompt benchmarking.
Free / Open-sourceOffers robust LLM evaluation and testing suites with integrated enterprise gateways, prioritizing prompt benchmarking.
Free / Open-sourceInstitution-grade crypto and equities intelligence, delivered through a chat-style AI analyst.
Focuses specifically on prompt versioning, collaborative CMS management, and agent tracing rather than general MLOps.
Focuses specifically on prompt versioning, collaborative CMS management, and agent tracing rather than general MLOps.
Specializes in automated LLM unit testing and security red-teaming, though less focused on traditional MLOps experiment tracking.
Specializes in automated LLM unit testing and security red-teaming, though less focused on traditional MLOps experiment tracking.
Free / Open-sourceUK crypto tax software with portfolio tracking and AI appraisals
Free / Open-sourceUK crypto tax software with portfolio tracking and AI appraisals
Free / Open-sourceProvides an open-source workspace specifically for prompt experimentation, LLM evaluation, and agent deployment pipelines.
Free / Open-sourceProvides an open-source workspace specifically for prompt experimentation, LLM evaluation, and agent deployment pipelines.
