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
Janus (now Kairos) records 0 monthly visits with 0% month-over-month growth and Contact for Pricing pricing. Weights & Biases (CoreWeave Forge) records 315,624 monthly visits with -80.2% growth and Freemium, Contact for Pricing, Free pricing.

Battle-test and harden AI agents before they reach production.
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | withjanus.com | wandb.ai |
| Pricing Model | Contact for Pricing | Freemium, Contact for Pricing, Free |
| Monthly Visits | 0 (0) | 315.62K (315,624) |
| MoM Traffic Delta | 0 (0%) | -1.28M (-80.2%) |
| Primary Market & Share | 🌐 Global (—) | 🇺🇸 United States (32.2%) |
| Direct Visits / mo | 0 | 230.88K |
| User Rating | 4.4 | 4.7 |
| Supported Platforms | Website | Website |

Battle-test and harden AI agents before they reach production.
Build bespoke test suites that mirror your real workflows so agents are measured against your rules, not generic benchmarks.
Automatically flag fabricated answers, policy breaches and unsafe outputs before an agent goes live.
Catch broken API calls, malformed arguments and failed agent tool usage that would silently break automations.
Run agents through realistic simulated scenarios to surface weaknesses without exposing real customers or data.

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.
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-sourceGenAI-native end-to-end QA agent that plans, writes and heals tests in plain language

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.

Attack-led AI security testing and red teaming
Attack-led AI security testing and red teaming

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.

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.

Automated QA, simulation and observability for voice and chat 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

Free / Open-sourceAutonomous AI QA agents that verify your web and mobile app on every pull request
Free / Open-sourceAutonomous AI QA agents that verify your web and mobile app on every pull request