AMD-Pro-BenchCommunity

13,812 benchmarks in 32 GPU combinations documented

RX 9070 GRE LLM benchmarks

29 results · 41 measurements · 4 sources

Device specifications
VariantMemoryMemory typeBusBandwidthFP16 matrixINT8 matrix
RX 9070 GRE ↗12 GBGDDR6192-bit432 GB/s137 TFLOPS274 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 29 results

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

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llama-bench
DeepSeek-R1-Distill-Llama-8BQ8_0Model ref. ↗Token speed——
49.33 tok/sGeneration · mean · per request
1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Ubuntu 26.04 LTS / Linux 7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
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Generic LLM
Llama-2-13b-chatQuant not reportedModel ref. ↗Procyon——
25.58 tok/sGeneration · per request
1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Windows 11 Pro for Workstations
Engine
ONNX Runtime
Backend
DirectML
Harness
Procyon
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
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Generic LLM
MLPerf Client v1.0 (selected models unreported)Quant not reportedRepository unresolvedToken speed1.0 · MLPerf Client——
86 tok/sGeneration · per request
1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Windows 11 Pro 64-bit (26200)
Engine
ONNX Runtime
Backend
DirectML
Harness
MLPerf Client v1.0
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
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Generic LLM
Llama-3.1-8B-InstructQuant not reportedModel ref. ↗Procyon
1,594 pointsBenchmark score · Per request
——1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Not reported
Engine
ONNX Runtime
Backend
DirectML
Harness
Procyon
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-02
Full record →
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llama-bench
DeepSeek-R1-Distill-Llama-8BQ8_0Model ref. ↗Token speed—
2,955.16 tok/sPrefill · mean · per request
—1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Ubuntu 26.04 LTS / Linux 7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
2048 / 0 tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
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Report
Generic LLM
Llama-3.1-8B-InstructQuant not reportedModel ref. ↗Procyon——
65.51 tok/sGeneration · per request
1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Windows 11 Pro for Workstations
Engine
ONNX Runtime
Backend
DirectML
Harness
Procyon
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
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Report
Generic LLM
MLPerf Client v1.0 (selected models unreported)Quant not reportedRepository unresolvedLatency1.0 · MLPerf Client
520 msTime to first token · Per request
——1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Windows 11 Pro 64-bit (26200)
Engine
ONNX Runtime
Backend
DirectML
Harness
MLPerf Client v1.0
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
llama-bench
gpt-oss-20bQ8_0Model ref. ↗Token speed——
131.07 tok/sGeneration · mean · per request
1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Ubuntu 26.04 LTS / Linux 7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
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Generic LLM
Mistral-7B (Procyon) (checkpoint unspecified)Quant not reportedModel ref. ↗Procyon——
76.04 tok/sGeneration · per request
1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Windows 11 Pro for Workstations
Engine
ONNX Runtime
Backend
DirectML
Harness
Procyon
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
View
Report
llama-bench
gpt-oss-20bQ8_0Model ref. ↗Token speed—
943.71 tok/sPrefill · mean · per request
—1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Ubuntu 26.04 LTS / Linux 7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
2048 / 0 tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
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Report
Generic LLM
Phi-3.5-mini-instructQuant not reportedModel ref. ↗Procyon——
105.95 tok/sGeneration · per request
1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Windows 11 Pro for Workstations
Engine
ONNX Runtime
Backend
DirectML
Harness
Procyon
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
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Report
llama-bench
granite-3.0-3b-a800m-instructQ8_0Model ref. ↗Token speed——
254.58 tok/sGeneration · mean · per request
1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Ubuntu 26.04 LTS / Linux 7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
View
Report
llama-bench
granite-3.0-3b-a800m-instructQ8_0Model ref. ↗Token speed—
9,515.59 tok/sPrefill · mean · per request
—1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Ubuntu 26.04 LTS / Linux 7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
2048 / 0 tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
View
Report
llama-bench
Llama-3.1-Tulu-3-8BQ8_0Model ref. ↗Token speed——
49.34 tok/sGeneration · mean · per request
1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Ubuntu 26.04 LTS / Linux 7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
View
Report
llama-bench
Llama-3.1-Tulu-3-8BQ8_0Model ref. ↗Token speed—
2,961.98 tok/sPrefill · mean · per request
—1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Ubuntu 26.04 LTS / Linux 7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
2048 / 0 tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
View
Report
llama-bench
Mistral-7B-Instruct-v0.3Q8_0Model ref. ↗Token speed——
52.09 tok/sGeneration · mean · per request
1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Ubuntu 26.04 LTS / Linux 7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
View
Report
llama-bench
Mistral-7B-Instruct-v0.3Q8_0Model ref. ↗Token speed—
2,964.4 tok/sPrefill · mean · per request
—1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Ubuntu 26.04 LTS / Linux 7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
2048 / 0 tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
View
Report
llama-bench
Llama-3.1-Tulu-3-8BQ8_0Model ref. ↗Power & energy2K input · 0 output
36 WPower draw · Per GPU
——1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Ubuntu 26.04 LTS / Linux 7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
2048 / 0 tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
View
Report
llama-bench
Llama-3.1-Tulu-3-8BQ8_0Model ref. ↗Power & energy2K input · 0 output
205.31 WPower draw · Per GPU
——1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Ubuntu 26.04 LTS / Linux 7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
2048 / 0 tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
View
Report
llama-bench
Llama-3.1-Tulu-3-8BQ8_0Model ref. ↗Power & energy2K input · 0 output
220 WPower draw · Per GPU
——1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Ubuntu 26.04 LTS / Linux 7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
2048 / 0 tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
View
Report
llama-bench
Llama-3.1-Tulu-3-8BQ8_0Model ref. ↗Other LLM measurements2K input · 0 output
14.43 tokens/s/Wtokens per second per watt · Per request
——1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Ubuntu 26.04 LTS / Linux 7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
2048 / 0 tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
View
Report
llama-bench
Mistral-7B-Instruct-v0.3Q8_0Model ref. ↗Power & energy0 input · 128 output
27 WPower draw · Per GPU
——1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Ubuntu 26.04 LTS / Linux 7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
View
Report
llama-bench
Mistral-7B-Instruct-v0.3Q8_0Model ref. ↗Power & energy0 input · 128 output
215.18 WPower draw · Per GPU
——1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Ubuntu 26.04 LTS / Linux 7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
View
Report
llama-bench
Mistral-7B-Instruct-v0.3Q8_0Model ref. ↗Power & energy0 input · 128 output
220 WPower draw · Per GPU
——1 × RX 9070 GRESingle GPU · 12 GB VRAM/GPU
Configuration
Memory
12 GB VRAM/GPU
OS
Ubuntu 26.04 LTS / Linux 7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
Not reported
Date
2026-06-01
Full record →
Models and software in this collection

Model families: DeepSeek R1, GPT-OSS, Granite 3.0, Llama 2, Llama 3.1, Mistral, Phi 3.5

Engines: ONNX Runtime, llama.cpp

Methodology and evidence standards · Download the research dataset