Verified on 3090
Thermal drop-off tracking and 1-hour sustained load runs.
Open verification page
Pick the right model for your GPU in 60 seconds
Real-world compatibility, sustained-load benchmarks, and direct run vs rent decisions.
Navigation Hubs
Tools, model pages, hardware tiers, and status monitors
Start VRAM Calculator Model Catalog (200+) Quantization Blind Test Runtime Comparison Guide Best Coding Models Best RAG Models Benchmark Changelog Data Freshness Runner Health Pipeline Status Conversion Funnel Submission Review Content Publish Compatibility Matrix Multimodal Hub Error KB Daily Blog Methodology
Error KB
Terminal-first troubleshooting pages with copy-fix workflow.
Top issue fixRun or Rent
ROI calculator and cloud fallback links at each decision point.
Compare cloud GPUsCluster Network
Low-competition high-intent guide for local cluster planning.
Open guideBackend Comparison
Ollama vs vLLM VRAM planning and operator trade-offs.
Open comparisonModel Comparisons
Head-to-head comparisons for high-intent model decisions.
Open sample compare pageApple Silicon
Unified-memory guide for M-series local LLM planning.
Open guideDaily Updates
What was updated today for SEO ranking and user decisions.
Open update feedModel Scale Hub
200+ model pages grouped by license, size class, and workload scenario.
Open model catalogBenchmark Changelog
Date-stamped benchmark deltas with environment snapshots and contributor pipeline.
View changelog