AMD-Pro-BenchCommunity

13,812 benchmarks in 32 GPU combinations documented

Z-Image image benchmarks on AMD GPUs

55 reported configurations · 9 sources · 92 measurements

Documented results

24 selected configurations

Selected across sources, not a performance ranking. Match model weights, resolution, steps, software and timing scope before comparing.

SourceModelGPUsOutputMeasurements
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ComfyUI
Z-Image TurboQuant not reportedModel reference ↗Text → imageRadeon AI PRO R97001 GPU
Configuration
Engine
ComfyUI
Backend
ROCm / HIP
OS
Rocky Linux 10.1
Parallelization
Single GPU
Memory
32 GB per GPU
Reported
2026-08-18
Full record →
1024 × 10244 stepsBatch not reported
17.4 sGeneration time · reported
Whole workflow · Cold
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ComfyUI
Z-Image TurboBF16Model reference ↗Text → imageRadeon 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 →
1024 × 10248 stepsBatch not reported
22.57 sReported time · reported
Timing details missing
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Report
Diffusion workflow
Z-Image TurboBF16Tested weights ↗Text → imageRadeon RX 7900 XTX1 GPU
Configuration
Engine
qingming-z-image-turbo 5de5ffe73fc7
Backend
ROCm / HIP
OS
Ubuntu 24.04
Parallelization
Single GPU
Memory
24 GB per GPU
Reported
Not reported
Full record →
1024 × 1024Batch 18 stepsBatch 1
31.493 sReported time · reportedFull GPU graph wall clock; model loading, tokenization, graph setup and file writing excluded.
27.594 sSampling time · reportedDiT component profiler time inside the full graph; do not add to graph duration.
1.603 svae decode time s · reportedVAE component, not whole-image time.
22,740 MiBmemory footprint mib · reportedSource definition: free VRAM before minus free VRAM after workspace; not a sampled transient peak.
Model component · Timing details missing
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ComfyUI
Z-Image TurboBF16Model reference ↗Text → imageRadeon AI PRO R97001 GPU
Configuration
Engine
ComfyUI
Backend
ROCm / HIP
OS
Not reported
Parallelization
Single GPU
Memory
32 GB per GPU
Reported
Not reported
Full record →
1024 × 10248 stepsBatch not reported
19.76 sReported time · reported
Timing details missing
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stable-diffusion.cpp / sd2R
Z-Image TurboINT4 ConvRot (source label)Model reference ↗Text → imageRadeon RX 7900 XTXGPU count not reported
Configuration
Engine
stable-diffusion.cpp
Backend
ROCm / HIP
OS
Windows (version unreported)
Parallelization
Not reported
Memory
Not reported
Reported
Not reported
Full record →
1024 × 10248 stepsBatch not reported
14.38 sReported time · reportedSource-reported duration; the arm does not explicitly restate the timer boundary.
Timing details missing
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ComfyUI
Z-Image (variant unreported)Quant not reportedFamily reference ↗Text → imageRadeon AI PRO R97001 GPU
Configuration
Engine
ComfyUI
Backend
ROCm / HIP
OS
Arch Linux
Parallelization
Single GPU
Memory
32 GB per GPU
Reported
Not reported
Full record →
1024 × 10249 stepsBatch not reported
7.5 sReported time · reportedPrompt cached
Timing details missing
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ComfyUI
Z-Image TurboQuant not reportedModel reference ↗Text → imageRyzen AI Max+ 395 (Radeon 8060S)1 GPU
Configuration
Engine
ComfyUI
Backend
Not reported
OS
Not reported
Parallelization
Single GPU
Memory
Not reported
Reported
2025-12-28
Full record →
1024 × 10249 stepsBatch not reported
≈ 22 sReported time · meanApproximate mean reported by dataset author; per-resolution sample count unreported.
Timing details missing · mean
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stable-diffusion.cpp / sd2R
Z-Image TurboQuant not reportedModel reference ↗Text → imageRadeon RX 7600 XT1 GPU
Configuration
Engine
stable-diffusion.cpp
Backend
ROCm / HIP
OS
Linux
Parallelization
Not reported
Memory
16 GB per GPU
Reported
2026-01-19
Full record →
Resolution not reported8 stepsBatch not reported
9.8 s/stepStep time · reported
Sampling only · Timing details missing
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ComfyUI
Z-Image (template)BF16Family reference ↗Text → imageRadeon RX 9070 XT1 GPU
Configuration
Engine
ComfyUI
Backend
ROCm / HIP
OS
Ubuntu 24.04 LTS
Parallelization
Not reported
Memory
16 GB per GPU
Reported
Not reported
Full record →
Resolution not reportedSteps not reportedBatch not reported
17.8 s/imageTime / image · reported
Cold · Timing details missing
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Report
ComfyUI
Z-Image TurboQuant not reportedModel reference ↗Text → imageRadeon AI PRO R97001 GPU
Configuration
Engine
ComfyUI
Backend
ROCm / HIP
OS
Rocky Linux 10.1
Parallelization
Single GPU
Memory
32 GB per GPU
Reported
2026-08-18
Full record →
1024 × 10244 stepsBatch not reported
3.6 sGeneration time · mean
0.28 images/sImage rate · reportedUnit conversion from reported steady-state 16.8 images/min; rounded source figure.
Whole workflow · Warm · mean
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ComfyUI
Z-Image TurboBF16Model reference ↗Text → imageRadeon 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 →
1024 × 10248 stepsBatch not reported
13.56 sReported time · reported
Timing details missing
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Report
Diffusion workflow
Z-Image TurboBF16Tested weights ↗Text → imageRadeon RX 7900 XTX1 GPU
Configuration
Engine
qingming-z-image-turbo 5de5ffe73fc7
Backend
ROCm / HIP
OS
Ubuntu 24.04
Parallelization
Single GPU
Memory
24 GB per GPU
Reported
Not reported
Full record →
512 × 512Batch 18 stepsBatch 1
10.225 sReported time · reportedFull GPU graph wall clock; model loading, tokenization, graph setup and file writing excluded.
7.797 sSampling time · reportedDiT component profiler time inside the full graph; do not add to graph duration.
0.334 svae decode time s · reportedVAE component, not whole-image time.
22,260 MiBmemory footprint mib · reportedSource definition: free VRAM before minus free VRAM after workspace; not a sampled transient peak.
Model component · Timing details missing
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Report
ComfyUI
Z-Image TurboBF16Model reference ↗Text → imageRadeon AI PRO R97001 GPU
Configuration
Engine
ComfyUI
Backend
ROCm / HIP
OS
Not reported
Parallelization
Single GPU
Memory
32 GB per GPU
Reported
Not reported
Full record →
1024 × 10248 stepsBatch not reported
6.45 sReported time · reported
Timing details missing
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Report
ComfyUI
Z-Image (variant unreported)Quant not reportedFamily reference ↗Text → imageRadeon AI PRO R97001 GPU
Configuration
Engine
ComfyUI
Backend
ROCm / HIP
OS
Arch Linux
Parallelization
Single GPU
Memory
32 GB per GPU
Reported
Not reported
Full record →
1024 × 10249 stepsBatch not reported
6.3 sReported time · reportedPrompt cached
Timing details missing
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Report
ComfyUI
Z-Image TurboQuant not reportedModel reference ↗Text → imageRyzen AI Max+ 395 (Radeon 8060S)1 GPU
Configuration
Engine
ComfyUI
Backend
Not reported
OS
Not reported
Parallelization
Single GPU
Memory
Not reported
Reported
2025-12-28
Full record →
1328 × 13289 stepsBatch not reported
≈ 42 sReported time · meanApproximate mean reported by dataset author; per-resolution sample count unreported.
Timing details missing · mean
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stable-diffusion.cpp / sd2R
Z-Image TurboQuant not reportedModel reference ↗Text → imageRadeon RX 7600 XT1 GPU
Configuration
Engine
stable-diffusion.cpp
Backend
Vulkan
OS
Linux
Parallelization
Not reported
Memory
16 GB per GPU
Reported
2026-01-19
Full record →
Resolution not reported8 stepsBatch not reported
8.09 s/stepStep time · reported
Sampling only · Timing details missing
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Report
ComfyUI
Z-Image (template)BF16Family reference ↗Text → imageRadeon RX 9070 XT1 GPU
Configuration
Engine
ComfyUI
Backend
ROCm / HIP
OS
Ubuntu 24.04 LTS
Parallelization
Not reported
Memory
16 GB per GPU
Reported
Not reported
Full record →
Resolution not reportedSteps not reportedBatch not reported
7.5 s/imageTime / image · reported
Warm · Timing details missing
View
Report
Diffusion workflow
Z-Image TurboBF16Tested weights ↗Text → imageRadeon RX 7900 XTX1 GPU
Configuration
Engine
qingming-z-image-turbo 5de5ffe73fc7
Backend
ROCm / HIP
OS
Ubuntu 24.04
Parallelization
Single GPU
Memory
24 GB per GPU
Reported
Not reported
Full record →
576 × 1024Batch 18 stepsBatch 1
17.719 sReported time · reportedFull GPU graph wall clock; model loading, tokenization, graph setup and file writing excluded.
14.441 sSampling time · reportedDiT component profiler time inside the full graph; do not add to graph duration.
0.761 svae decode time s · reportedVAE component, not whole-image time.
22,452 MiBmemory footprint mib · reportedSource definition: free VRAM before minus free VRAM after workspace; not a sampled transient peak.
Model component · Timing details missing
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Report
ComfyUI
Z-Image TurboFP8 fastModel reference ↗Text → imageRadeon AI PRO R97001 GPU
Configuration
Engine
ComfyUI
Backend
ROCm / HIP
OS
Not reported
Parallelization
Single GPU
Memory
32 GB per GPU
Reported
Not reported
Full record →
1024 × 10248 stepsBatch not reported
8.44 sReported time · reported
Timing details missing
View
Report
ComfyUI
Z-Image (variant unreported)Quant not reportedFamily reference ↗Text → imageRadeon AI PRO R97001 GPU
Configuration
Engine
ComfyUI
Backend
ROCm / HIP
OS
Arch Linux
Parallelization
Single GPU
Memory
32 GB per GPU
Reported
Not reported
Full record →
1024 × 10249 stepsBatch not reported
8.1 sReported time · reportedIncludes prompt processing; approximately reported
Timing details missing
View
Report
ComfyUI
Z-Image TurboQuant not reportedModel reference ↗Text → imageRadeon RX 7800 XT1 GPU
Configuration
Engine
ComfyUI
Backend
ROCm / HIP
OS
Arch Linux
Parallelization
Not reported
Memory
16 GB per GPU
Reported
2026-01-19
Full record →
Resolution not reported9 stepsBatch not reported
38.13 s/imageTime / image · reported
Cold · Timing details missing
View
Report
ComfyUI
Z-Image (template)BF16Family reference ↗Text → imageRadeon RX 9070 XT1 GPU
Configuration
Engine
ComfyUI
Backend
ROCm / HIP
OS
Ubuntu 24.04 LTS
Parallelization
Not reported
Memory
16 GB per GPU
Reported
Not reported
Full record →
Resolution not reportedSteps not reportedBatch not reported
7.2 s/imageTime / image · reported
Warm · Timing details missing
View
Report
Diffusion workflow
Z-Image TurboQ5_K_MTested weights ↗Text → imageRadeon RX 7900 XTX1 GPU
Configuration
Engine
qingming-z-image-turbo 5de5ffe73fc7
Backend
ROCm / HIP
OS
Ubuntu 24.04
Parallelization
Single GPU
Memory
24 GB per GPU
Reported
Not reported
Full record →
1024 × 1024Batch 18 stepsBatch 1
23.463 sReported time · reportedFull GPU graph wall clock; model loading, tokenization, graph setup and file writing excluded.
21.771 sSampling time · reportedDiT component profiler time inside the full graph; do not add to graph duration.
1.618 svae decode time s · reportedVAE component, not whole-image time.
16,436 MiBmemory footprint mib · reportedSource definition: free VRAM before minus free VRAM after workspace; not a sampled transient peak.
Model component · Timing details missing
View
Report
ComfyUI
Z-Image TurboFP8 fastModel reference ↗Text → imageRadeon AI PRO R97001 GPU
Configuration
Engine
ComfyUI
Backend
ROCm / HIP
OS
Not reported
Parallelization
Single GPU
Memory
32 GB per GPU
Reported
Not reported
Full record →
1024 × 10248 stepsBatch not reported
5.3 sReported time · reported
Timing details missing
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All image benchmarks · Methodology and source review