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
Weights & Biases (CoreWeave Forge) records 315,624 monthly visits with -80.2% month-over-month growth and Freemium, Contact for Pricing, Free pricing. Keebo records 7,566 monthly visits with +8.4% growth and Free Trial, Contact for Pricing pricing.

Autonomous rightsizing for Snowflake and Databricks warehouses
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | wandb.ai | keebo.ai |
| Pricing Model | Freemium, Contact for Pricing, Free | Free Trial, Contact for Pricing |
| Monthly Visits | 315.62K (315,624) | 7.57K (7,566) |
| MoM Traffic Delta | -1.28M (-80.2%) | +588 (+8.4%) |
| Primary Market & Share | 🇺🇸 United States (32.2%) | 🇺🇸 United States (75.3%) |
| Direct Visits / mo | 230.88K | 2.98K |
| User Rating | 4.7 | 4.6 |
| 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.

Autonomous rightsizing for Snowflake and Databricks warehouses
Agentic AI adjusts warehouse sizing and compute settings in both directions, holding performance while removing wasted capacity.
Continuous tuning runs in the background with no query rewriting, code changes or engineering tickets required.
Query behaviour, bottlenecks and inefficient patterns are surfaced so data and FinOps teams can act on the same evidence.
The platform runs out-of-band and, per the vendor, never reads query text or result data, so there is no query-path dependency.
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

An agentic analytics platform that turns questions into governed, trusted answers
An agentic analytics platform that turns questions into governed, trusted answers

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.

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.
Autonomous cloud cost optimization that pays for itself
Autonomous cloud cost optimization that pays for itself

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.

Decision infrastructure for governed enterprise AI agents
Decision infrastructure for governed enterprise AI agents

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.

SpecialistEnterprise platform for building, evaluating and shipping AI agents

AI-powered volatility intelligence with proprietary options charts, cited answers and an MCP server for your own agent.
AI-powered volatility intelligence with proprietary options charts, cited answers and an MCP server for your own agent.