AMD-Pro-BenchCommunity

13,812 benchmarks in 32 GPU combinations documented

DeepSeek-R1-Distill-Qwen-7B on AMD GPUs

23 results · 4 sources · 29 measurements

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Grouped by reported model identity. Exact weights, quantizations and software can differ. How results are reviewed

Documented results

23 selected tests
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ReportLocalMaxxing		DeepSeek-R1-Distill-Qwen-7BQ8_0Model ref. ↗Token speed—
1,844.13 tok/sPrefill · unknown
39.76 tok/sGeneration · unknown
1 × RX 9060 XTSingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows 11
Engine
llama.cpp
Backend
vulkan
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
4096 / 128 tokens
Context
4096
Concurrency
Not reported
Date
2026-05-10
Full record →
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ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Token speed
3,445.62 tok/sTotal throughput · mean · aggregate
——1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Token speed
61 tok/sThroughput · unknown
——1 × R9700Single GPU · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Not reported
Engine
Not reported
Backend
Not reported
Harness
Author benchmark script (name unreported)
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Relative performance
1.56 x vs RTX 4500 BlackwellRelative performance per dollar · Whole system
——1 × R9700Single GPU · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
Not reported
Backend
ROCm 6.4.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
ReportLocalMaxxing		DeepSeek-R1-Distill-Qwen-7BQ8_0Model ref. ↗Token speed—
2,312.75 tok/sPrefill · unknown
38.13 tok/sGeneration · unknown
1 × RX 9060 XTSingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows 11
Engine
llama.cpp
Backend
rocm
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
4096 / 128 tokens
Context
4096
Concurrency
Not reported
Date
2026-05-10
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Token speed
391.78 tok/sThroughput · mean · aggregate
——1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Token speed
8,283.67 tok/sTotal throughput · mean · aggregate
——2 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Token speed
5,596.78 tok/sTotal throughput · mean · aggregate
——1 × R9700Single GPU · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Token speed
941.89 tok/sThroughput · mean · aggregate
——2 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Token speed
636.38 tok/sThroughput · mean · aggregate
——1 × R9700Single GPU · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Power & energy
199.7 WPower draw · Per GPU
——1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Power & energy
250 WPower draw · Per GPU
——1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Latency
4,395.66 msLatency · Unknown
——1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Latency
4,397.56 msLatency · Unknown
——1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Latency
4,401.3 msLatency · Unknown
——1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Latency
2,166.02 msLatency · Unknown
——2 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Latency
3,470.85 msLatency · Unknown
——1 × R9700Single GPU · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Latency
2,162.06 msLatency · Unknown
——2 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Latency
3,470.82 msLatency · Unknown
——1 × R9700Single GPU · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Latency
2,247.13 msLatency · Unknown
——2 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Latency
3,476.27 msLatency · Unknown
——1 × R9700Single GPU · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Power & energy
218.29 WPower draw · Per GPU
——1 × R9700Single GPU · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
View
ReportGeneric LLM		DeepSeek-R1-Distill-Qwen-7BQuant not reportedModel ref. ↗Power & energy
302 WPower draw · Per GPU
——1 × R9700Single GPU · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Ubuntu 24.04.3 LTS
Engine
vLLM
Backend
ROCm 7.0.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2025-10-27
Full record →
Quantizations and software

Quantizations: Q8_0
Engines: llama.cpp, vLLM

Explore all 23 results →

This is a selection across sources, not a ranking or a matched experiment. Reading benchmark reports

GPU benchmark pages: W7900 · R9700 · RX 9060 XT