AMD-Pro-BenchCommunity

13,812 benchmarks in 32 GPU combinations documented

RX 7900 GRE LLM benchmarks

56 results · 98 measurements · 6 sources

Device specifications
VariantMemoryMemory typeBusBandwidthFP16 matrixINT8 matrix
RX 7900 GRE ↗16 GBGDDR6256-bit576 GB/s92 TFLOPS92 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 56 results

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

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llm-bench.io
Qwen3.5-9BQ4_K_MModel ref. ↗llm-bench.io QualityFour sequential scenarios: agent workflow, code generation, role play, research
62.5 / 100LLM judge · Mean
1,029.22 tok/sPrefill · mean · per request
70.18 tok/sGeneration · mean · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows 11 Pro 26H2
Engine
LM Studio
Backend
Not reported
Harness
llm-benchmark 0.4.96+102
Prompt / output
? / ? tokens
Context
65536
Concurrency
1
Date
2026-10-17
Full record →
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Report
Coding session
Qwen3.8-27BIQ3_XXSWeights ↗Token speed—
246.8 tok/sPrefill · per request
34.08 tok/sGeneration · per request
1 × RX 7900 GRESingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Debian 13 trixie
Engine
llama.cpp
Backend
Vulkan
Harness
Hermes agent server print_timing
Prompt / output
300 / 251 tokens
Context
Not reported
Concurrency
1
Date
2026-08-16
Full record →
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Generic LLM
Moonlight-16B-A3B-InstructQ6_KModel ref. ↗Token speed—
188.1 tok/sPrefill · per request
100.2 tok/sGeneration · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp
Backend
Not reported
Harness
llama.cpp smoke prompt
Prompt / output
? / ? tokens
Context
32768
Concurrency
1
Date
2026-05-02
Full record →
View
Report
llama-bench
DeepSeek-R1-Distill-Llama-8BQ8_0Model ref. ↗Token speed—
2,234.19 tok/sPrefill · mean · per request
—1 × RX 7900 GRESingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Ubuntu 26.04 / Linux7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
2048 / 0 tokens
Context
Not reported
Concurrency
1
Date
Not reported
Full record →
View
Report
llama-bench
Llama-2-7BQ4_0Weights ↗Token speed—
1,456.98 tok/sPrefill · mean · per request
—GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp
Backend
ROCm / HIP
Harness
llama-bench
Prompt / output
512 / 0 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
llama-bench
Llama-2-7BQ4_0Weights ↗Token speed—
2,336.31 tok/sPrefill · mean · per request
—GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp
Backend
Vulkan
Harness
llama-bench
Prompt / output
512 / 0 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
llm-bench.io
qwen3.8-27b-gsq-rco@iq2_xsIQ2_XSRepository unresolvedllm-bench.io QualityFour sequential scenarios: agent workflow, code generation, role play, research
87.25 / 100LLM judge · Mean
363.3 tok/sPrefill · mean · per request
27.97 tok/sGeneration · mean · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows
Engine
LM Studio
Backend
Not reported
Harness
llm-benchmark 0.4.89+102
Prompt / output
? / ? tokens
Context
65536
Concurrency
1
Date
2026-10-08
Full record →
View
Report
Coding session
Qwen3.8-27BIQ3_XXSWeights ↗Token speed—
460.7 tok/sPrefill · per request
30.94 tok/sGeneration · per request
1 × RX 7900 GRESingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Debian 13 trixie
Engine
llama.cpp
Backend
Vulkan
Harness
Hermes agent server print_timing
Prompt / output
20265 / 150 tokens
Context
Not reported
Concurrency
1
Date
2026-08-16
Full record →
View
Report
Generic LLM
gemma-4-26B-A4B-itUD-Q6_KWeights ↗Token speed—
80.7 tok/sPrefill · per request
17.3 tok/sGeneration · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp
Backend
Not reported
Harness
llama.cpp smoke prompt
Prompt / output
? / ? tokens
Context
32768
Concurrency
1
Date
2026-05-02
Full record →
View
Report
llama-bench
DeepSeek-R1-Distill-Llama-8BQ8_0Model ref. ↗Token speed——
60.68 tok/sGeneration · mean · per request
1 × RX 7900 GRESingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Ubuntu 26.04 / Linux7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
1
Date
Not reported
Full record →
View
Report
llama-bench
Llama-2-7BQ4_0Weights ↗Token speed——
96.07 tok/sGeneration · mean · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp
Backend
ROCm / HIP
Harness
llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
llama-bench
Llama-2-7BQ4_0Weights ↗Token speed——
116.11 tok/sGeneration · mean · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp
Backend
Vulkan
Harness
llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
llm-bench.io
qwen3.8-27b-gsq-rco@iq2_xsIQ2_XSRepository unresolvedllm-bench.io QualityFour sequential scenarios: agent workflow, code generation, role play, research
73.43 / 100LLM judge · Mean
448.83 tok/sPrefill · mean · per request
33.89 tok/sGeneration · mean · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows
Engine
LM Studio
Backend
Not reported
Harness
llm-benchmark 0.4.89+102
Prompt / output
? / ? tokens
Context
32768
Concurrency
1
Date
2026-10-08
Full record →
View
Report
Coding session
Qwen3.8-27BIQ3_XXSWeights ↗Token speed—
370.8 tok/sPrefill · per request
30.58 tok/sGeneration · per request
1 × RX 7900 GRESingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Debian 13 trixie
Engine
llama.cpp
Backend
Vulkan
Harness
Hermes agent server print_timing
Prompt / output
3753 / 455 tokens
Context
Not reported
Concurrency
1
Date
2026-08-16
Full record →
View
Report
Generic LLM
gemma-4-26B-A4B-itUD-Q4_K_MWeights ↗Token speed—
61.3 tok/sPrefill · per request
31 tok/sGeneration · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp
Backend
Not reported
Harness
llama.cpp smoke prompt
Prompt / output
? / ? tokens
Context
16384
Concurrency
1
Date
2026-05-02
Full record →
View
Report
llama-bench
gpt-oss-20bQ8_0Model ref. ↗Token speed—
2,818.34 tok/sPrefill · mean · per request
—1 × RX 7900 GRESingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Ubuntu 26.04 / Linux7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
2048 / 0 tokens
Context
Not reported
Concurrency
1
Date
Not reported
Full record →
View
Report
llama-bench
Llama-2-7BQ4_0Weights ↗Token speed—
1,598.79 tok/sPrefill · mean · per request
—GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp
Backend
ROCm / HIP
Harness
llama-bench
Prompt / output
512 / 0 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
llama-bench
Llama-2-7BQ4_0Weights ↗Token speed—
2,251.37 tok/sPrefill · mean · per request
—GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp
Backend
Vulkan
Harness
llama-bench
Prompt / output
512 / 0 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
llm-bench.io
qwen3.8-27b-gsq-rco@iq2_xsIQ2_XSRepository unresolvedllm-bench.io QualityFour sequential scenarios: agent workflow, code generation, role play, research
66.19 / 100LLM judge · Mean
450.9 tok/sPrefill · mean · per request
31.87 tok/sGeneration · mean · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows
Engine
LM Studio
Backend
Not reported
Harness
llm-benchmark 0.4.89+102
Prompt / output
? / ? tokens
Context
65536
Concurrency
1
Date
2026-10-08
Full record →
View
Report
Coding session
Qwen3.8-27BIQ3_XXSWeights ↗Token speed—
261.7 tok/sPrefill · per request
30.94 tok/sGeneration · per request
1 × RX 7900 GRESingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Debian 13 trixie
Engine
llama.cpp
Backend
Vulkan
Harness
Hermes agent server print_timing
Prompt / output
356 / 84 tokens
Context
Not reported
Concurrency
1
Date
2026-08-16
Full record →
View
Report
Generic LLM
Qwen3.6-35B-A3BQ4_K_SWeights ↗Token speed—
41.7 tok/sPrefill · per request
22.7 tok/sGeneration · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp
Backend
Not reported
Harness
llama.cpp smoke prompt
Prompt / output
? / ? tokens
Context
32768
Concurrency
1
Date
2026-05-02
Full record →
View
Report
llama-bench
gpt-oss-20bQ8_0Model ref. ↗Token speed——
151.4 tok/sGeneration · mean · per request
1 × RX 7900 GRESingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Ubuntu 26.04 / Linux7.0
Engine
llama.cpp
Backend
Vulkan
Harness
Phoronix Test Suite / llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
1
Date
Not reported
Full record →
View
Report
llama-bench
Llama-2-7BQ4_0Weights ↗Token speed——
97.53 tok/sGeneration · mean · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp
Backend
ROCm / HIP
Harness
llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
llama-bench
Llama-2-7BQ4_0Weights ↗Token speed——
110.5 tok/sGeneration · mean · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp
Backend
Vulkan
Harness
llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
Models and software in this collection

Model families: DeepSeek R1, GPT-OSS, Gemma 4, Granite 3.0, Llama 2, Llama 3.1, Mistral, Qwen3.5, Qwen3.6, Qwen3.8

Engines: LM Studio, Unsloth Studio, llama.cpp

Methodology and evidence standards · Download the research dataset