The Command Center forML Engineers
Make faster, smarter decisions about models, costs, infrastructure, and research — all in one place.
Practitioner-First
Built for engineers who ship, not researchers who publish. Every tool answers "what should I use today?"
Real-World Data
Not cached benchmarks from 6 months ago. Live pricing, current availability, and production-relevant metrics.
AI-Enhanced Analysis
Claude synthesizes data so you don't have to. Actionable insights, not just raw numbers.
6 Tools, Ready to Use
No sign-up required. Start making better ML decisions in seconds.
More on the Way
We're building the complete ML intelligence suite. These tools are coming in 2025.
ModelCompare
Side-by-side model comparison. Same prompt, multiple models, transparent evaluation.
TrendTracker
ML trend monitoring across HuggingFace, GitHub, and Twitter. Know what's gaining momentum.
DeployPlanner
Deployment cost estimator. From prototype to production, know your infrastructure costs upfront.
PromptLib
Curated prompt templates. Battle-tested patterns for common tasks, with performance benchmarks.
FineTuneCalc
Fine-tuning cost calculator. Dataset size, training time, and total cost estimation.
ContextCalc
Context window optimizer. Maximize token efficiency, minimize costs, never hit limits.
How We Use AI
PRAQTOR uses Claude to synthesize information from multiple sources — arXiv papers, provider documentation, community benchmarks, and pricing pages. AI helps us generate summaries, extract insights, and provide recommendations. Raw data is never modified. Sources are always cited. We believe in transparent AI.
PRAQTOR Insight
Every tool delivers actionable recommendations — not just raw data. Know which model to use, how much you'll spend, and what papers matter — all in seconds. Stop researching. Start shipping.
Stop Tab-Hopping. Start Shipping.
Every hour spent comparing models is an hour not spent building. Let PRAQTOR do the research.
Get Started Free