Overwatch Data records 457 monthly visits with -83.1% 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.
AI agents that turn criminal underground chatter into actionable cyber and fraud intelligence.
Track, evaluate, and ship AI models and agents in one connected environment.
| Dimension / Metric | | |
|---|---|---|
| Official Domain | overwatchdata.ai | wandb.ai |
| Pricing Model | Contact for Pricing | Freemium, Contact for Pricing, Free |
| Monthly Visits | 457 (457) | 315.62K (315,624) |
| MoM Traffic Delta | -2.25K (-83.1%) | -1.28M (-80.2%) |
| Primary Market & Share | 🇺🇸 United States (100%) | 🇺🇸 United States (32.2%) |
| Direct Visits / mo | 183 | 230.88K |
| User Rating | 4.6 | 4.7 |
| Supported Platforms | Website | Website |
AI agents that turn criminal underground chatter into actionable cyber and fraud intelligence.
Agents continuously scan the criminal underground, follow threat actor networks and assemble evidence packages without waiting for an analyst to start the case.
Compromised accounts, OTP interception, mule recruitment, fake merchant applications and stolen credentials are tracked in one platform instead of separate tools.
Findings arrive with attached messages, files and URLs plus confidence ratings, so analysts can see exactly what was observed and how strong the signal is.
Human analysts handle the hard cases and the output flows into SIEM, SOAR, case management and executive briefings rather than staying in a dashboard.
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-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.
SpecialistAI-native customer intelligence platform that turns every customer conversation into context
SpecialistAI-native customer intelligence platform that turns every customer conversation into context
SpecialistDeep packet inspection and network intelligence for full network visibility
SpecialistDeep packet inspection and network intelligence for full network visibility
SpecialistSee your enterprise the way attackers do — observe, understand, signal, and respond at AI speed
SpecialistSee your enterprise the way attackers do — observe, understand, signal, and respond at AI speed
SpecialistAll-source maritime intelligence powered by Maritime AI™
SpecialistAll-source maritime intelligence powered by Maritime AI™
Free / Open-sourceTrack and improve how AI search engines mention your brand
Free / Open-sourceTrack and improve how AI search engines mention your brand
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-sourceAI web agents that watch your data sources and act on changes
Free / Open-sourceAI web agents that watch your data sources and act on changes
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.
