HARDWARE · PREVIOUS GEN · 24 GB
NVIDIA RTX 4090
The 24 GB flagship that aged into a smart-money pick.
Same 24 GB VRAM ceiling as the new generation's sweet spot, 1 TB/s bandwidth, mature CUDA stack, no 12VHPWR drama if you buy a unit with the updated 12V-2x6 connector. Buy used from a trusted seller — new retail at scalper prices is not the right move.
The decision in five lines
- The call
- Buy — The 24 GB flagship that aged into a smart-money pick.
- Best for
- Previous gen
- Runs well
- Qwen3-Coder-30B-A3B (MoE, fits 24GB) · Qwen 3.6-27B · Z-Image-Turbo (Apache 2.0)
- Watch out
- Used-market floor lifted ~$1,400 since early 2026. Cheap eBay 4090s ($1,000) are mostly gone; mining-origin cards or units sold for parts. Insist on original box, serial lookup, and ideally in-person testing.
- Evidence
- Measured
- 24
- GB GDDR6X
- 1,008
- GB/S BANDWIDTH
- 450
- W TDP
- ~$2,374
- USED (EBAY)
What fits at this tier
Runs what fits in 24 GB — which is most of what matters. MoE 30B-A3B at Q4, 14B dense with room for 64K+ context, 32B dense tight at Q4. 70B only fits at IQ2 (2-bit, quality-compromised) — true 70B Q4 (~40 GB) needs 48 GB+ (dual-3090 or dual-5090).
The call
Buy it used at $2,400 or under from a trusted seller (original box, serial lookup, in-person test). The used market lifted to ~$2,374 eBay average as RTX 5090 scarcity pushed buyers down a tier — but used 4090 still beats new 5090 ($3,800+) for buyers who don't need the extra 8 GB.
Skip if you can stretch to a used dual-3090 rig (~$1,800 all-in for 48 GB) or a Mac Studio M4 Max 64 GB ($3,199) — both give more VRAM at similar or lower cost.
Watchouts
- Used-market floor lifted ~$1,400 since early 2026. Cheap eBay 4090s ($1,000) are mostly gone; mining-origin cards or units sold for parts. Insist on original box, serial lookup, and ideally in-person testing.
- Needs 850 W+ PSU with a 12VHPWR adapter. First-gen connector had melting reports — use the updated 12V-2x6 variant or a native ATX 3.1 PSU.
- Physical size: 3–3.5 slot, 304–336 mm long. Many mid-tower cases won't fit without removing drive cages.
- New retail at Amazon hits $2,755 — within striking distance of a used unit. If you can't verify a used seller, paying the new premium for warranty is defensible.
Local vs cloud at this tier
● LOCAL WINS
24 GB at used prices is the best $/VRAM entry into the serious tier. Runs 30B-A3B MoE at Q4, 14B dense at ~70 tok/s with 16K context, and most modern models that matter. 70B is a dual-card story. ~60–80 tok/s on 8B dense.
● CLOUD WINS
Frontier-scale models (GLM-5.1 754B, Claude Opus 4.8) are out of reach at 24 GB. Cloud wins on raw capability ceiling.
At ~$1,700 used + ~$25/mo electricity, break-even vs a $100/mo ChatGPT Pro plan is ~16–18 months. Heavy API-tier users break even in under a year.
Next step
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