Bedste AI-kodehjørne
En budgetbuild til lokal AI-kodefuldførelse med 14B-model, plus dev.
Krav vs dette byg
behov · brugt| CPU-tråde | 15 | 47% | OK |
|---|---|---|---|
| RAM | 64 GB | 100% | Fuld |
| Lager | 3 TB | 99% | Fuld |
| GPU | AI-egnet |
Forbrug
- Brug
- 24/7
- Tomgang
- 13 W
- Typisk
- 20 W
- Spids
- 38 W
- Energi / år
- ≈ €44
- Over 3 år
- ≈ €133
Score
Hvorfor denne variant
Balances your priorities with a 2012€ price tag and a 13W idle draw.
- Not specialized: it does not push any single dimension (value, silence, expansion) to the extreme.
- GMKtec EVO-X2 — AMD Ryzen AI Max+ 395 (64GB): 32 threads, 64GB RAM, 12W idle — a complete, efficient prebuilt for this workload.
- Turnkey: no assembly, smaller footprint, lower energy than a custom build.
- Unified memory: the integrated GPU can use up to ~48 GB of the 64 GB as graphics memory, so the model fits without a dedicated card. Decode speed follows the 256 GB/s memory bus — several times slower than a high-end card, but a fraction of its price and power.
- Unified-memory build — the model in shared RAM, no card beats "Smart build — best all-round" on performance -14, value +6, efficiency +37, expandability -67, longevity +16 — that is why it is recommended for your priorities.
- Unified-memory build — the model in shared RAM, no card beats "Value build — most for your money" on efficiency +44, expandability -59, silence +25, longevity +16 — that is why it is recommended for your priorities.
Før du køber
3 kritiske- €1,900Finder priser…
- €112Finder priser…
Fremtidssikkerhedsscore
Begrænset fremtidssikkerhed33/100
Limited future-proofing (33/100) — expect to upgrade or rebuild sooner rather than later.
Prebuilt platform — the CPU/motherboard are not swappable in the usual sense, so the upgrade path is limited to RAM/storage/PCIe.
Expansion headroom: 0 PCIe slot(s), 1 M.2, 0 SATA, 0 drive bay(s), 0 RAM slot(s) free.
Storage is 99% utilized with 0 free drive bay(s) and 0 free SATA port(s).
0 RAM slot(s) free; memory is 100% utilized.
Networking is 2500 Mbps.
Prebuilt — proprietary parts can make replacement harder.
No GPU and little room to add one — demanding AI/transcoding workloads would be out of reach.
Homelab Risk Score
Forhøjet risiko51/100
Elevated risk (51/100) — several items should be addressed before purchase.
Endelig build-audit
Audit found 3 critical and 0 warning item(s) worth fixing before you buy.
Hvad bliver grænsen
RAM is maxed out is the most likely thing to date this build within 1-2y.
Hvad der begrænser dig først
RAM is the closest to its limit (100% of capacity in use) — it will likely force the next upgrade.
- Add Western Digital Blue SN550 2TB SSD M.2 PCIe 3.0 X4 NVMe
Mission
- Budget
- —
- Energiprioritet
- 5/10
- Støjprioritet
- 3/10
- Udvidelsesprioritet
- 5/10
Anbefalet arkitektur
prebuilt · mini system — AMD Ryzen AI Max+ 395- Beregning
- —
- Hukommelse
- —
- Opbevaring
- Western Digital Blue SN550 2TB SSD M.2 PCIe 3.0 X4 NVMe
- Netværk
- 1G onboard
- Køling
- —
- Strømforsyning
- —
- Udvidelse
- 1× M.2