Home / GPU guide / RTX 2060 6GB

RTX 2060 6GB for MiniMax H3: Speed, VRAM & Recommended Setup

6GB GDDR6 · bandwidth 336 GB/s · Turing · sm_75 · estimated with 32GB RAM / fast-disk · updated 2026-09-18

Verdict: Recommended: 1376 × 768 · 8s, ~1.1 h per clip (VRAM peak ~5GB). See the table for higher tiers.
Size (16:9)5s8s10s15s
416 × 256
0.1MP · flicker-prone
4 min 26 s
VRAM 5G
5 min 27 s
VRAM 5G
6 min 10 s
VRAM 5G
8 min 10 s
VRAM 5G
864 × 480
0.4MP
9 min 59 s
VRAM 5G
15 min 53 s
VRAM 5G
21 min 12 s
VRAM 5G
38 min 58 s
VRAM 5G
960 × 544
0.5MP
12 min 24 s
VRAM 5G
21 min 26 s
VRAM 5G
29 min 34 s
VRAM 5G
57 min 44 s
VRAM 5G
1152 × 640
0.7MP
18 min 18 s
VRAM 5G
35 min 52 s
VRAM 5G
51 min 58 s
VRAM 5G
✕ 1.8 h
VRAM 5G
1376 × 768
1.0MP · above native
30 min 33 s
VRAM 5G
1.1 h
VRAM 5G
✕ 1.7 h
VRAM 5G
✕ 3.9 h
VRAM 5G
1920 × 1088
2.0MP · above native
✕ 1.7 h
VRAM 5G
✕ 4.5 h
VRAM 5G
✕ 7.4 h
VRAM 5G
✕ 19.6 h
VRAM 5G

Times are per whole clip (model load and text encoding included); the first run is slower due to kernel compilation. ⚠ = weight offloading / noticeably slower; ✕ = not recommended.

Recommended combo (Starter tier (8-10GB VRAM))

480-540p 5s; 4-8 steps; 3-10 min per clip; start at 736x416

With 16GB RAM a ≥48GB pagefile is mandatory; 15s clips are basically unusable

FAQ

Can the RTX 2060 6GB run MiniMax H3?

Yes. Estimated with 32GB RAM + fast-disk: 1376×768·8s at ~1.1 h per clip. Configs that exceed VRAM fall back to weight offloading (slower, but they still render).

How fast is H3 on the RTX 2060 6GB?

About 1.1 h per 1376×768·8s clip (including model load and encoding). Longer or denser clips scale quadratically in the attention term.

How much RAM do I need?

At least 32GB of system RAM recommended (minimum 16GB plus a 48GB pagefile). With 32GB, always enable --fast-disk or weights spill into the pagefile.

How can I make it faster?

Stack step distillation (e.g. LightX2V Turbo 8-step v1.0), enable SageAttention / Kitchen attention; for long clips try SLA / VSA sparse attention. All of it is switchable in step 2 of the calculator.

→ Run the numbers for your RAM and budget in the calculator (RTX 2060 6GB pre-filled)

Same tier: GTX 1050 Ti 4GB · GTX 1060 6GB · GTX 1070 8GB · GTX 1080 8GB · GTX 1080 Ti 11GB · RTX 2060 12GB · RTX 2060 Super 8GB · RTX 2070 Super 8GB

Related: Hardware guide · Acceleration compared · 8GB VRAM setups