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LLMLab.ee
AI Workstations in Estonia
Cheapest 12GB VRAM Build
Absolute cheapest entry with 12GB VRAM for 7B model inference
Profile: Local LLM Inference
Core Configuration
CPU
AMD Ryzen 5 7600
GPU
NVIDIA RTX 3060 12GB
VRAM
12GB
RAM
32GB
Storage
2000GB
Model target
7B q4
Performance & Power
Throughput
10-15 t/s (7B q4)
System power
~250W
Recommended PSU
550W
Cooling
Budget air cooling
What can this build run?
Good for 13B-class models
Strong everyday local LLM tier; 30B may need more memory or heavier quantization.
Good for everyday local LLM use
- Roughly suitable for: local coding assistants and 7B/8B models
- Roughly suitable for: 13B/14B quantized models
- Roughly suitable for: CUDA image generation and developer workloads
Actual fit depends on quantization, model choice, and runtime.
Component Pricing Breakdown
Prices use Estonian market data when available, otherwise reference estimates. Order price includes planned assembly and configuration.
| Component | Product | Order price |
|---|---|---|
| CPU | AMD Ryzen 5 7600 Updated todayEstonian market estimate | €173 |
| GPU | NVIDIA RTX 3060 12GB Updated 2 days agoLow sample | €229 |
| RAM | Kingston Fury Beast 32GB (2x16GB) DDR5-6000 CL36 Reference estimate | €137 |
| Storage | WD Black SN850X 2TB Updated todayEstonian market estimate | €303 |
| Motherboard | Gigabyte B650 AORUS Elite AX Updated todayEstonian market estimate | €208 |
| PSU | SeaSonic Focus GX-650 650W Updated todayEstonian market estimate | €158 |
| Case | Corsair 4000D Airflow Updated todayEstonian market estimate | €109 |
| Cooler | Thermalright Phantom Spirit 120 SE Updated todayLow sample | €51 |
| Parts subtotal | €1,368 | |
Build price history
All components and market total
Component lines show Estonian market averages before assembly. Components without history are shown at their current market reference.
Latest market total
€1,189
8/8 components
Market totalCPUGPURAMStorageMotherboardPSUCaseCooler
Build Notes
Lowest-cost sensible CUDA entry for local AI. Good for 7B quantized chat, embeddings, and learning Ollama or llama.cpp; 13B models may require tighter quantization and shorter context.
Source refs: nvidia.com, amd.com
Order
Quote reference price
€1,368
Shown for planning. Direct checkout remains quote-only until fresh market pricing and availability are checked.
Price chart shows Estonian market averages before assembly markup.
Quote-only because the latest market pricing is stale.
Fresh, non-fallback Estonian market pricing is required before Stripe payment can be opened.
What happens after your quote request
- We review your use case, model targets, timeline, and budget.
- We verify suitable parts and current Estonian market pricing.
- We usually send the next step or follow-up questions within 1-2 business days.
Support and questions continue through the order or quote email thread.
Trust and process
What happens after an order or quote request
Assembly and testing
The planned workflow is assembly, software setup, and baseline GPU/AI checks before handover.
Handover in Estonia
Pickup or local delivery method and timing are agreed after availability is checked.
Warranty and support
Warranty handling depends on the component, manufacturer, and retailer. Support questions continue through the order or quote email thread.
Assembly QA
Planned baseline checks before handover
- BIOS and firmware baseline check
- Driver and AI tooling installation
- Thermal and load sanity check
- Memory and storage health check
- Local AI smoke test where applicable
Trust details
Important before ordering
Contact and support
Questions continue through the order or quote email thread. Replying to the confirmation is the fastest path.
Warranty
Warranty handling depends on the component, manufacturer, and retailer; the practical path is confirmed case by case.
Handover in Estonia
Pickup or local delivery method and timing are agreed after availability is checked.
Cancellations and changes
Until formal terms are published, cancellations and changes are handled case by case, and order changes are confirmed before continuing.
Payment security
Card details are entered in Stripe checkout. LLMLab.ee does not collect or store full card numbers.
Pricing method
We show the Estonian market average before assembly and the order price with the 15% assembly and configuration markup.