Wan video benchmarks on AMD GPUs

71 reported configurations · 13 sources · 109 measurements

Documented results

24 selected configurations

Selected across sources, not a performance ranking. Match model weights, resolution, steps, software and timing scope before comparing. Playback FPS describes the output video.

Source	Model	GPUs	Output	Measurements
View ReportComfyUI	Wan 2.2 T2V A14BFP8Model reference ↗Text → video	Ryzen AI Max+ 395 (Radeon 8060S)1 GPU Configuration Engine ComfyUI master @ ab0d8a92 (Jun 2026) Backend ROCm / HIP OS Windows 11 Pro 24H2 Parallelization Single GPU Memory Not reported Reported 2026-07-14 Full record →	640 × 64081 frames4 stepsBatch not reported	2,174 sGeneration time · reported 288 sStep time · reportedHigh-noise expert; approximate for cold 288 sStep time · reportedLow-noise expert Whole workflow · Cold
View ReportComfyUI	Wan 2.2 TI2V 5BBF16 runtimeTested weights ↗Image → video	Radeon AI PRO R97001 GPU Configuration Engine ComfyUI / Paiton 0.34.0 Backend ROCm / HIP OS Linux (container) Parallelization Single GPU Memory 32 GB per GPU Reported 2026-09-09 Full record →	480 × 832≈ 2.04 s clip · Batch 149 frames24 FPS playback20 stepsBatch 1	77.453 sGeneration time · reported 50.84 sSampling time · reported Whole workflow · Cold
View ReportComfyUI	Wan 2.2 I2V A14BFP8 scaledTested weights ↗Image → video	Radeon AI PRO R97001 GPU Configuration Engine ComfyUI Backend ROCm / HIP OS Linux (Fedora toolbox) Parallelization Single GPU Memory 32 GB per GPU Reported 2026-01-02 Full record →	1280 × 720≈ 5.06 s clip · Batch 181 frames16 FPS playback4 stepsBatch 1	634.255 sGeneration time · reported Whole workflow · Cold
View ReportComfyUI	Wan 2.2 T2V A14BFP8 scaledTested weights ↗Text → video	Radeon RX 9070 XT1 GPU Configuration Engine ComfyUI 0.35.0 Backend ROCm / HIP OS Windows 11 Parallelization Single GPU Memory 16 GB per GPU Reported 2026-09-11 Full record →	1280 × 70481 frames20 stepsBatch not reported	3,256 sGeneration time · reported 14.2 GBPeak VRAM · reportedWindows performance counter sampled each second; rounded summary 3,218 sSampling time · reportedStage sum Whole workflow · Timing details missing
View ReportComfyUI	Wan 2.1 I2V 480p 14BFP8 scaledTested weights ↗Image → video	Radeon RX 7900 XTX1 GPU Configuration Engine ComfyUI Backend ROCm / HIP OS Windows 11 Parallelization Single GPU Memory 24 GB per GPU Reported 2026-04-05 Full record →	480 × 70481 frames25 stepsBatch not reported	2,400 sReported time · reportedApproximate, source minutes converted to seconds Timing details missing
View ReportComfyUI	Wan 2.2 I2V A14BFP8Model reference ↗Image → video	Radeon RX 9060 XT1 GPU Configuration Engine ComfyUI Backend ROCm / HIP OS CachyOS (Arch Linux), kernel 6.19 Parallelization Single GPU Memory 16 GB per GPU Reported Not reported Full record →	640 × 64081 frames20 stepsBatch not reported	225.38 sReported time · reported Timing details missing
View ReportDiffusion workflow	Wan 2.2 A14BQ8_0Model reference ↗Image → video	Radeon RX 7800 XT1 GPU Configuration Engine Diffusers (custom) Backend ROCm / HIP OS CachyOS Parallelization Single GPU Memory 16 GB per GPU Reported 2026-07-07 Full record →	1104 × 624≈ 5.06 s clip81 frames16 FPS playback4 stepsBatch not reported	2,760 sReported time · reportedApproximate source minutes converted to seconds Timing details missing
View ReportComfyUI	Wan2.2 I2V +4step LoRAFP8 scaledModel reference ↗Image → video	Radeon AI PRO R97001 GPU Configuration Engine ComfyUI Backend Not reported OS Windows 11 Pro build 26200 Parallelization Single GPU Memory 32 GB per GPU Reported Not reported Full record →	1280 × 73081 frames4 stepsBatch not reported	≈ 700 sReported time · meanApproximate source Avg Time; no per-clip raw timings or timer boundary. Timing details missing · mean
View ReportComfyUI	Wan 2.2 I2V A14B (template)Quant not reportedFamily reference ↗Image → video	Radeon RX 9070 XT1 GPU Configuration Engine ComfyUI 0.10.0 Backend ROCm / HIP OS Ubuntu 24.04 LTS Parallelization Single GPU Memory 16 GB per GPU Reported Not reported Full record →	640 × 64081 frames4 stepsBatch not reported	268.99 sGeneration time · reported Whole workflow · Timing details missing
View ReportComfyUI	Wan 2.2 (variant unreported)Quant not reportedFamily reference ↗Unknown	Radeon RX 9070 XT1 GPU Configuration Engine ComfyUI Backend ROCm / HIP OS Not reported Parallelization Single GPU Memory 16 GB per GPU Reported 2026-05-14 Full record →	720 × 108081 frames4 stepsBatch not reported	267.79 sReported time · reportedExact timer boundary unstated Timing details missing
View ReportComfyUI	Wan 2.2 (variant unreported)Quant not reportedFamily reference ↗Unknown	Radeon AI PRO R97001 GPU Configuration Engine ComfyUI Backend ROCm / HIP OS Not reported Parallelization Single GPU Memory 32 GB per GPU Reported 2026-05-15 Full record →	736 × 480Frame count not reportedSteps not reportedBatch not reported	307 sReported time · reportedRender time; exact start/end boundary unstated Timing details missing
View ReportComfyUI	Wan 2.2 I2V A14B + LightX2VGGUF 6-bit (exact type unreported)Model reference ↗Image → video	Radeon RX 9070 XT1 GPU Configuration Engine ComfyUI Portable Backend ROCm / HIP OS Windows 11 Parallelization Single GPU Memory 16 GB per GPU Reported Not reported Full record →	Resolution not reportedFrame count not reportedSteps not reportedBatch not reported	564 sReported time · reported Timing details missing
View ReportComfyUI	Wan 2.2 (variant unreported)Quant not reportedFamily reference ↗Unknown	Radeon RX 7900 GRE1 GPU Configuration Engine ComfyUI Backend ROCm / HIP OS Windows 11 Parallelization Single GPU Memory 16 GB per GPU Reported 2026-01-02 Full record →	832 × 480Frame count not reportedSteps not reportedBatch not reported	300 sStep time · reportedfirst_step Sampling only · Timing details missing
View ReportComfyUI	Wan 2.2 T2V A14BFP8Model reference ↗Text → video	Ryzen AI Max+ 395 (Radeon 8060S)1 GPU Configuration Engine ComfyUI master @ ab0d8a92 (Jun 2026) Backend ROCm / HIP OS Windows 11 Pro 24H2 Parallelization Single GPU Memory Not reported Reported 2026-07-14 Full record →	640 × 64081 frames4 stepsBatch not reported	1,611 sGeneration time · reported 197 sStep time · reportedHigh-noise expert; approximate for cold 186 sStep time · reportedLow-noise expert Whole workflow · Warm
View ReportComfyUI	Wan 2.2 TI2V 5BBF16 runtimeTested weights ↗Image → video	Radeon AI PRO R97001 GPU Configuration Engine ComfyUI / Paiton 0.34.0 Backend ROCm / HIP OS Linux (container) Parallelization Single GPU Memory 32 GB per GPU Reported 2026-09-09 Full record →	480 × 832≈ 2.04 s clip · Batch 149 frames24 FPS playback20 stepsBatch 1	29.758 sGeneration time · mean 22.003 sSampling time · mean 29.701 sGeneration time · range lower 29.816 sGeneration time · range upper Whole workflow · Warm · mean
View ReportComfyUI	Wan 2.2 I2V A14BFP8 scaledTested weights ↗Image → video	Radeon AI PRO R97001 GPU Configuration Engine ComfyUI Backend ROCm / HIP OS Linux (Fedora toolbox) Parallelization Single GPU Memory 32 GB per GPU Reported 2026-01-02 Full record →	1280 × 720≈ 5.06 s clip · Batch 181 frames16 FPS playback4 stepsBatch 1	547.054 sGeneration time · reported Whole workflow · Warm
View ReportComfyUI	Wan 2.2 T2V A14B + LightX2VFP8 scaledTested weights ↗Text → video	Radeon RX 9070 XT1 GPU Configuration Engine ComfyUI 0.35.0 Backend ROCm / HIP OS Windows 11 Parallelization Single GPU Memory 16 GB per GPU Reported 2026-09-11 Full record →	1280 × 70481 frames4 stepsBatch not reported	390 sGeneration time · reported 14.2 GBPeak VRAM · reportedWindows performance counter sampled each second; rounded summary 354 sSampling time · reportedStage sum Whole workflow · Timing details missing
View ReportComfyUI	Wan 2.1 T2VQuant not reportedFamily reference ↗Text → video	Radeon RX 7900 XTX1 GPU Configuration Engine ComfyUI Backend ROCm / HIP OS Windows 11 Parallelization Single GPU Memory 24 GB per GPU Reported 2026-04-05 Full record →	480 × 70481 frames25 stepsBatch not reported	300 sReported time · range lowerApproximate, source minutes converted to seconds 360 sReported time · range upperApproximate range, not another trial Timing details missing · range lower
View ReportComfyUI	Wan 2.2 I2V A14BFP8Model reference ↗Image → video	Radeon RX 9060 XT1 GPU Configuration Engine ComfyUI Backend ROCm / HIP OS CachyOS (Arch Linux), kernel 6.19 Parallelization Single GPU Memory 16 GB per GPU Reported Not reported Full record →	640 × 64081 frames20 stepsBatch not reported	187.76 sReported time · reported Timing details missing
View ReportDiffusion workflow	Wan 2.2 TI2V 5BQuant not reportedModel reference ↗Text → video	Radeon RX 7800 XT1 GPU Configuration Engine Diffusers (custom) Backend ROCm / HIP OS CachyOS Parallelization Single GPU Memory 16 GB per GPU Reported 2026-07-07 Full record →	832 × 464Frame count not reported24 FPS playback50 stepsBatch not reported	720 sGeneration time · reportedApproximate source minutes converted to seconds Whole workflow · Cold
View ReportComfyUI	Wan2.2 T2V +4step LoRAFP8 scaledModel reference ↗Text → video	Radeon AI PRO R97001 GPU Configuration Engine ComfyUI Backend Not reported OS Windows 11 Pro build 26200 Parallelization Single GPU Memory 32 GB per GPU Reported Not reported Full record →	640 × 64081 frames4 stepsBatch not reported	≈ 130 sReported time · meanApproximate source Avg Time; no per-clip raw timings or timer boundary. Timing details missing · mean
View ReportComfyUI	Wan 2.2 I2V A14B (template)Quant not reportedFamily reference ↗Image → video	Radeon RX 9070 XT1 GPU Configuration Engine ComfyUI 0.10.0 Backend ROCm / HIP OS Ubuntu 24.04 LTS Parallelization Single GPU Memory 16 GB per GPU Reported Not reported Full record →	640 × 64081 frames4 stepsBatch not reported	130.65 sGeneration time · reported Whole workflow · Timing details missing
View ReportComfyUI	Wan 2.2 (variant unreported)Quant not reportedFamily reference ↗Unknown	Radeon AI PRO R97001 GPU Configuration Engine ComfyUI Backend ROCm / HIP OS Not reported Parallelization Single GPU Memory 32 GB per GPU Reported 2026-05-15 Full record →	736 × 480Frame count not reportedSteps not reportedBatch not reported	232 sReported time · reportedRender time; exact start/end boundary unstated Timing details missing
View ReportComfyUI	Wan 2.2 I2V A14B + LightX2VGGUF 6-bit (exact type unreported)Model reference ↗Image → video	Radeon RX 9070 XT1 GPU Configuration Engine ComfyUI Portable Backend ROCm / HIP OS Windows 11 Parallelization Single GPU Memory 16 GB per GPU Reported Not reported Full record →	Resolution not reportedFrame count not reportedSteps not reportedBatch not reported	408 sReported time · reported Timing details missing

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