Best video models for 24 GB of VRAM
Which open-weight video models run on an NVIDIA GPU with 24 GB of VRAM. Verdicts come from exact Hugging Face file sizes, model card and app maker statements, and published runs.
- Run
- 8
- Unknown
- 0
- Fits with offload
- 0
- Exceeds VRAM
- 0
8 of 8 listed video models run on an NVIDIA GPU with 24 GB of VRAM: MiniMax H3, HunyuanVideo-1.5, Wan2.2 A14B, Mochi 1 preview, LTX-2.3, LTX-2.5, Wan2.1 and Wan2.2 TI2V 5B. Highest blind-vote rank among them: MiniMax H3, #8 of 48 in text to video (Arena, snapshot 2026-09-22).
Cards with 32 GB of VRAM get the same verdicts.
License check before commercial use: MiniMax H3, HunyuanVideo-1.5, LTX-2.3, LTX-2.5.
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Which video models run on an NVIDIA GPU with 24 GB of VRAM?
8 modelsRuns means a model card, app maker or NVIDIA figure, or a dated run on a named card, at or below 24 GB. Fits with offload means the main model weights fit in 24 GB with a 15% margin but the full set does not: the text encoder and VAE run from system RAM, which is slower. Exceeds VRAM means even the main weights are too large for the card. Mac runs never count here. unknown means no source covers this size yet; it is not a failure.
| Model | Verdict | Why | Quality | App |
|---|---|---|---|---|
| MiniMax H3MiniMax H3 Community License Agreement | Runs · Stated | Stated by the source: 24 GB of VRAM runs it (Diffusers int8 with streamed blocks, about 75 GB system RAM).Diffusers docs: MiniMax-H3 memory | #8 of 48 in text to video11,417 votes | stable-diffusion.cpp, ComfyUI |
| HunyuanVideo-1.5Tencent Hunyuan Community License | Runs · Stated | Stated by the source: 24 GB of VRAM runs it (ComfyUI native workflow).ComfyUI docs: HunyuanVideo 1.5 | #38 of 48 in text to video4,292 votes | ComfyUI |
| Wan2.2 A14BApache License 2.0 | Runs · Published | A dated run on RTX 5060 Ti with 16 GB of VRAM, below this 24 GB tier: ComfyUI fp16 I2V with 4-step LoRAs, 64 GB system RAM.ComfyUI issue #10662 | #42 of 48 in text to video10,458 votes | ComfyUI |
| Mochi 1 previewApache License 2.0 | Runs · Stated | Stated by the source: 22 GB of VRAM runs it, below this 24 GB tier (Diffusers bf16 variant with CPU offload).Mochi 1 model card | #48 of 48 in text to video5,893 votes | Diffusers, ComfyUI |
| LTX-2.3LTX-2 Community License Agreement | Runs · Stated | Stated by the source: 24 GB of VRAM runs it (two-stage production at 720p to 1080p).LTX blog: hardware for AI video models | No independent score yet | Lightricks/LTX-2 ltx-pipelines, ComfyUI |
| LTX-2.5LTX-2.x Community License Agreement | Runs · Stated | Stated by the source: 24 GB of VRAM runs it (LTX Desktop app, 32 GB system RAM).LTX Desktop README (Lightricks) | No independent score yet | Lightricks/LTX-2 ltx-pipelines, ComfyUI |
| Wan2.1Apache License 2.0 | Runs · Stated | Stated by the source: 13 GB of VRAM runs it, below this 24 GB tier (T2V 14B in Diffusers, bf16 with group offloading to system RAM).Diffusers docs: Wan pipeline | No independent score yet | ComfyUI |
| Wan2.2 TI2V 5BApache License 2.0 | Runs · Stated | Stated by the source: 24 GB of VRAM runs it (official generate.py at 1280x704 with offload flags).Wan2.2-TI2V-5B model card | No independent score yet | ComfyUI |
Quality: blind human votes from Arena (arena.ai), CC BY 4.0, snapshot 2026-09-22. Scores are for the Arena checkpoint, not your local quantized build.
Frequently asked questions
What is the best video model for an NVIDIA GPU with 24 GB of VRAM?
MiniMax H3 has the highest blind-vote rank among the video models that run on an NVIDIA GPU with 24 GB of VRAM: #8 of 48 in text to video, from 11,417 votes (Arena, snapshot 2026-09-22). HunyuanVideo-1.5, Wan2.2 A14B, Mochi 1 preview, LTX-2.3, LTX-2.5, Wan2.1 and Wan2.2 TI2V 5B also run.
Which video models run on an NVIDIA GPU with 24 GB of VRAM?
MiniMax H3 (24 GB stated by Diffusers docs: MiniMax-H3 memory), HunyuanVideo-1.5 (24 GB stated by ComfyUI docs: HunyuanVideo 1.5), Wan2.2 A14B (run on RTX 5060 Ti with 16 GB), Mochi 1 preview (22 GB stated by Mochi 1 model card), LTX-2.3 (24 GB stated by LTX blog: hardware for AI video models), LTX-2.5 (24 GB stated by LTX Desktop README (Lightricks)), Wan2.1 (13 GB stated by Diffusers docs: Wan pipeline) and Wan2.2 TI2V 5B (24 GB stated by Wan2.2-TI2V-5B model card).