Stactora - AI Hardware Index
My Stack0+ Submit Tool
← Back to engine index
Explore Hubs & SEO Directory

Structured Discovery & Hardware Hubs

Every specialized index on Stactora — organized cleanly across Discovery Hubs, Target GPUs & VRAM Tiers, Categories & Commercial Licenses, and the Builder Ecosystem.

🏆
FEATURED HUB · HARDWARE HIERARCHYS–F RANKED

AI Hardware S–F Tier List

Real-time S-through-F tier rankings graded dynamically by Stactora memory bandwidth tok/s, VRAM headroom, and FP16/Q4 quantization fit.

Explore S–F Tier List→
01
INTENT CLUSTERS

Discovery Hubs →

/hubs/discovery

High-signal entry points for top-ranked AI tools, zero-cost tiers, and verified foundation engines.

🏆 S–F Hardware Tier List HOTVRAM headroom & memory bandwidth rankings
/tier-list
Top 100 AI Tools & EnginesComposite signal & community leaderboard
/top-ai-tools
Best Free AI Tools (No Card)Zero paywall & open weights
/best-free-ai-tools
Best Local LLMs for OllamaConsumer GPU private inference
/local-llms
Top ChatGPT AlternativesSelf-hosted & open weights
/chatgpt-alternatives
Trending AI EnginesHighest velocity models this week
/trending
New Arrivals IndexRecently released & audited weights
/new
Verified Non-Wrapper EnginesTrue foundation weights & native models
/true-engines
Open-Weight Hugging Face IndexDownloadable GGUF & Safetensors
/open-weights
02
SILICON & MEMORY

Target GPUs →

/hubs/target-gpus

Pre-filtered hardware pages that calculate quantization fit (Q4_K_M to FP16) for your exact GPU.

6GB VRAM Entry ModelsWan 2.2 GGUF Q4 & Kokoro-82M
/vram/6gb
8GB VRAM · RTX 4060 / 3070FLUX.1 Schnell Q4 & compact local AI
/vram/8gb
12GB VRAM · RTX 4070 / 3060FLUX FP8 & Wan 2.2 Q8 sweet spot
/vram/12gb
16GB VRAM · RTX 4080 / A4000Mistral Small 3 24B real-time agents
/vram/16gb
24GB VRAM · RTX 4090 / 3090Qwen3-Coder 30B, Gemma 4 & DeepSeek 32B
/vram/24gb
32GB VRAM · RTX 5090 / UnifiedNear-lossless Q8_0 32B models
/vram/32gb
48GB VRAM · RTX A6000 / M3 MaxLlama 3.3 70B Q4/Q5 & Q8 32B rigs
/vram/48gb
80GB+ · H100 & DGX Spark (128GB)Full-precision FP16 & 70B+ Q8 clusters
/vram/80gb
03
/hubs/categories-licenses

Browse by domain capability or filter strictly by commercial-safe open-source licenses.

Coding & AI IDEsRepo agents, Qwen3-Coder, Cursor, Copilot
/category/coding-ides
Image & Design StudiosFLUX.1 Schnell & Midjourney v7
/category/image-design
Video & Cinema EnginesWan 2.2 14B, Runway Gen-4 & Sora
/category/video-cinema
Voice, TTS & MusicKokoro-82M, ElevenLabs & Suno
/category/voice-audio
Deep Research & 1M ContextDeepSeek-R1, Claude, ChatGPT & Gemini
/category/research
Agents & Automation FlowsLlama 3.3 70B, Mistral Small 3 & n8n
/category/agents
Apache-2.0 & MIT Commercial SafePermissive weights with zero royalty risk
/license/apache-2
04
TOOLS FOR FOUNDERS

Builder Ecosystem →

/hubs/builder-ecosystem

Interactive utilities, trust badges, architecture audits, and real-time hardware dispatches for AI builders.

VS Comparison Arena9 pre-built head-to-head model showdowns
/compare
Verified Trust Badge GeneratorEmbed SVG audit shields on GitHub & docs
/verified-badge
Submit Tool for Audit ($49)Get your engine verified & listed
/submit
AI Newsroom & Silicon Radar12 investigative dispatches on weights & GPUs
/news
WebGPU Hardware ScannerAuto-detect your local GPU & system RAM
/hardware-scanner