AMD-Pro-BenchCommunity

13,812 benchmarks in 32 GPU combinations documented

3 × R9700 LLM benchmarks

217 results · 777 measurements · 2 sources

Device specifications
VariantMemoryMemory typeBusBandwidthFP16 matrixINT8 matrix
R9700 ↗32 GBGDDR6256-bit640 GB/s191 TFLOPS383 TOPS

Manufacturer specifications. Shared system RAM is not dedicated VRAM. Unreported values remain —; measured LLM results retain their reported configuration.

Selected reported tests

24 of 217 results

Source-reported results, selected across reports by documentation quality. Match configurations before comparing values.

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Generic LLM
Qwen3.8-Flash-Next uncensored fine-tune (exact checkpoint unreported)Quant not reportedModel ref. ↗HumanEval164 problems
87.8 %Reported pass@1 · n = 164
——3 × R9700Tensor parallel · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Not reported
Engine
Radiance standalone
Backend
HIP
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
LocalMaxxing
Qwen3.6-27BQ8_0_ROCMFPXModel ref. ↗Token speed—
691.17 tok/sPrefill · per request
17.82 tok/sGeneration · per request
3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Arch Linux
Engine
llama.cpp
Backend
rocm
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
531 / 256 tokens
Context
787
Concurrency
1
Date
2026-07-17
Full record →
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Generic LLM
Qwen3.8-Flash-Next uncensored fine-tune (exact checkpoint unreported)Quant not reportedModel ref. ↗GSM8K200-question subset
92.5 %Reported accuracy · n = 200
——3 × R9700Tensor parallel · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Not reported
Engine
Radiance standalone
Backend
HIP
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
LocalMaxxing
Qwen3.6-27BQ8_0Model ref. ↗Token speed—
801.43 tok/sPrefill · per request
16.68 tok/sGeneration · per request
3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Arch Linux
Engine
llama.cpp
Backend
rocm
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
531 / 256 tokens
Context
787
Concurrency
1
Date
2026-07-17
Full record →
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Report
Generic LLM
Qwen3.8-Flash-Next uncensored fine-tune (exact checkpoint unreported)Quant not reportedModel ref. ↗HumanEval164 problems
84.8 %Reported pass@1 · n = 164
——3 × R9700Tensor parallel · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Not reported
Engine
Radiance standalone
Backend
HIP
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
LocalMaxxing
MiniMax-M2.5MXFP4_MOEModel ref. ↗Token speed—
132.98 tok/sPrefill · unknown
30.18 tok/sGeneration · peak · unknown
3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Arch Linux
Engine
llama.cpp
Backend
vulkan
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
562 / 256 tokens
Context
818
Concurrency
Not reported
Date
2026-07-10
Full record →
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Report
Generic LLM
Qwen3.8-Flash-Next uncensored fine-tune (exact checkpoint unreported)Quant not reportedModel ref. ↗GSM8K200-question subset
93.5 %Reported accuracy · n = 200
——3 × R9700Tensor parallel · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Not reported
Engine
Radiance standalone
Backend
HIP
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
LocalMaxxing
MiniMax-M2.5MXFP4_MOEModel ref. ↗Token speed—
132 tok/sPrefill · unknown
30.39 tok/sGeneration · peak · unknown
3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Arch Linux
Engine
llama.cpp
Backend
vulkan
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
562 / 359 tokens
Context
921
Concurrency
Not reported
Date
2026-07-10
Full record →
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Report
Generic LLM
Qwen3.8-Flash-Next uncensored fine-tune (exact checkpoint unreported)Quant not reportedModel ref. ↗Token speed
~191 tok/sThroughput · aggregate
——3 × R9700Tensor parallel · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Not reported
Engine
Radiance standalone
Backend
HIP
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
1
Date
Not reported
Full record →
View
Report
LocalMaxxing
MiniMax-M2.5MXFP4_MOEModel ref. ↗Token speed—
85.55 tok/sPrefill · unknown
32.4 tok/sGeneration · unknown
3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Arch Linux
Engine
llama.cpp
Backend
vulkan
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
56 / 150 tokens
Context
206
Concurrency
Not reported
Date
2026-07-10
Full record →
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Report
Generic LLM
Qwen3.8-Flash-Next uncensored fine-tune (exact checkpoint unreported)Quant not reportedModel ref. ↗Token speed
~309 tok/sThroughput · aggregate
——3 × R9700Tensor parallel · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Not reported
Engine
Radiance standalone
Backend
HIP
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
4
Date
Not reported
Full record →
View
Report
LocalMaxxing
MiniMax-M2.5MXFP4_MOEModel ref. ↗Token speed—
80.87 tok/sPrefill · unknown
32.23 tok/sGeneration · unknown
3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Arch Linux
Engine
llama.cpp
Backend
vulkan
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
45 / 96 tokens
Context
141
Concurrency
Not reported
Date
2026-07-10
Full record →
View
Report
Generic LLM
Qwen3.8-Flash-Next uncensored fine-tune (exact checkpoint unreported)Quant not reportedModel ref. ↗Token speed
~353 tok/sThroughput · aggregate
——3 × R9700Tensor parallel · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Not reported
Engine
Radiance standalone
Backend
HIP
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
8
Date
Not reported
Full record →
View
Report
LocalMaxxing
MiniMax-M2.5MXFP4_MOEModel ref. ↗Token speed—
133.43 tok/sPrefill · unknown
29.17 tok/sGeneration · peak · unknown
3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Arch Linux
Engine
llama.cpp
Backend
vulkan
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
562 / 256 tokens
Context
818
Concurrency
Not reported
Date
2026-07-10
Full record →
View
Report
Generic LLM
Qwen3.8-Flash-Next uncensored fine-tune (exact checkpoint unreported)Quant not reportedModel ref. ↗Token speed——
~42.7 tok/sGeneration · per request
3 × R9700Tensor parallel · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Not reported
Engine
Radiance standalone
Backend
HIP
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
4
Date
Not reported
Full record →
View
Report
LocalMaxxing
DeepSeek-V4-FlashAD-IQ1_MModel ref. ↗Token speed—
269.68 tok/sPrefill · unknown
30.78 tok/sGeneration · unknown
3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Arch Linux
Engine
llama.cpp
Backend
rocm
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
526 / 256 tokens
Context
782
Concurrency
Not reported
Date
2026-08-04
Full record →
View
Report
Generic LLM
Qwen3.8-Flash-Next uncensored fine-tune (exact checkpoint unreported)Quant not reportedModel ref. ↗Token speed
~182 tok/sThroughput · aggregate
——3 × R9700Tensor parallel · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Not reported
Engine
Radiance standalone
Backend
HIP
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
1
Date
Not reported
Full record →
View
Report
LocalMaxxing
DeepSeek-V4-FlashAD-IQ1_MModel ref. ↗Token speed—
274.29 tok/sPrefill · unknown
30.93 tok/sGeneration · peak · unknown
3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Arch Linux
Engine
llama.cpp
Backend
rocm
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
526 / 256 tokens
Context
782
Concurrency
Not reported
Date
2026-08-04
Full record →
View
Report
Generic LLM
Qwen3.8-Flash-Next uncensored fine-tune (exact checkpoint unreported)Quant not reportedModel ref. ↗Token speed
~288 tok/sThroughput · aggregate
——3 × R9700Tensor parallel · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Not reported
Engine
Radiance standalone
Backend
HIP
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
4
Date
Not reported
Full record →
View
Report
LocalMaxxing
DeepSeek-V4-FlashUD-IQ1_SModel ref. ↗Token speed—
224.27 tok/sPrefill · unknown
7.15 tok/sGeneration · unknown
3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Arch Linux
Engine
llama.cpp
Backend
vulkan
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
526 / 256 tokens
Context
8192
Concurrency
Not reported
Date
2026-07-17
Full record →
View
Report
Generic LLM
Qwen3.8-Flash-Next uncensored fine-tune (exact checkpoint unreported)Quant not reportedModel ref. ↗Token speed
~395 tok/sThroughput · aggregate
——3 × R9700Tensor parallel · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Not reported
Engine
Radiance standalone
Backend
HIP
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
8
Date
Not reported
Full record →
View
Report
LocalMaxxing
DeepSeek-V4-FlashUD-IQ1_SModel ref. ↗Token speed—
265.43 tok/sPrefill · unknown
6.98 tok/sGeneration · unknown
3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Arch Linux
Engine
llama.cpp
Backend
vulkan
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
4183 / 256 tokens
Context
8192
Concurrency
Not reported
Date
2026-07-17
Full record →
View
Report
Generic LLM
Qwen3.8-Flash-Next uncensored fine-tune (exact checkpoint unreported)Quant not reportedModel ref. ↗Token speed——
~43.5 tok/sGeneration · per request
3 × R9700Tensor parallel · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Not reported
Engine
Radiance standalone
Backend
HIP
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
4
Date
Not reported
Full record →
View
Report
LocalMaxxing
DeepSeek-V4-FlashUD-IQ1_SModel ref. ↗Token speed—
242.24 tok/sPrefill · unknown
7.11 tok/sGeneration · unknown
3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Arch Linux
Engine
llama.cpp
Backend
vulkan
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
2099 / 256 tokens
Context
8192
Concurrency
Not reported
Date
2026-07-17
Full record →
Models and software in this collection

Model families: DeepSeek V4, GLM 4.5, GLM 4.7, GPT-OSS, Gemma 4, Laguna, Muse Glimmer, Qwen2.5, Qwen3, Qwen3.5, Qwen3.6, Qwen3.8

Engines: Radiance standalone, custom, hipfire, llama.cpp, lucebox, vllm

Methodology and evidence standards · Download the research dataset