AMD-Pro-BenchCommunity

13,812 benchmarks in 32 GPU combinations documented

RX 7600 XT LLM benchmarks

52 results · 124 measurements · 5 sources

Device specifications
VariantMemoryMemory typeBusBandwidthFP16 matrixINT8 matrix
RX 7600 XT ↗16 GBGDDR6128-bit288 GB/s45.1 TFLOPS45.1 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 52 results

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

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llm-bench.io
gmcoderQ8_0Repository unresolvedllm-bench.io QualityFour sequential scenarios: agent workflow, code generation, role play, research
76.08 / 100LLM judge · Mean
374.16 tok/sPrefill · mean · per request
41.69 tok/sGeneration · mean · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows 11 Professionnel 25H2
Engine
LM Studio
Backend
Not reported
Harness
llm-benchmark 0.4.87+102
Prompt / output
? / ? tokens
Context
65536
Concurrency
1
Date
2026-10-04
Full record →
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Generic LLM
Ornith-1.5-35B-A3BQ4_KModel ref. ↗Token speed—
342 tok/sPrefill · per request
38.8 tok/sGeneration · per request
1 × RX 7600 XTSingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows 11
Engine
Strata / llama.cpp
Backend
ROCm / HIP
Harness
Strata tune / instrumented chat
Prompt / output
8192 / 512 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
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Generic LLM
Muse-Glimmer-30BUD-Q2-K-XLModel ref. ↗Token speed—
~308 tok/sPrefill · per request
~20 tok/sGeneration · per request
1 × RX 7600 XTSingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Debian Sid (guest); Debian Trixie (host)
Engine
llama.cpp
Backend
ROCm / HIP
Harness
Author coding request timing
Prompt / output
? / ? tokens
Context
62144
Concurrency
Not reported
Date
Not reported
Full record →
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llama-bench
Llama-2-7BQ4_0Weights ↗Token speed—
1,099.64 tok/sPrefill · mean · per request
—1 × RX 7600 XTSingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Linux 6.12.32
Engine
llama.cpp
Backend
ROCm / HIP
Harness
llama-bench
Prompt / output
512 / 0 tokens
Context
Not reported
Concurrency
1
Date
2025-08-01
Full record →
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llama-bench
Llama-2-7BQ4_0Weights ↗Token speed—
840.85 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
ornith-1.5-9b@q6_kQ6_KRepository unresolvedllm-bench.io QualityFour sequential scenarios: agent workflow, code generation, role play, research
73.71 / 100LLM judge · Mean
732.23 tok/sPrefill · mean · per request
39.8 tok/sGeneration · mean · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows 11 Professionnel 25H2
Engine
LM Studio
Backend
Not reported
Harness
llm-benchmark 0.4.59+97
Prompt / output
? / ? tokens
Context
65536
Concurrency
1
Date
2026-09-15
Full record →
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Generic LLM
Ornith-1.5-35B-A3BQ4_KModel ref. ↗Token speed—
328 tok/sPrefill · per request
40.9 tok/sGeneration · per request
1 × RX 7600 XTSingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows 11
Engine
Strata / llama.cpp
Backend
ROCm / HIP
Harness
Strata tune / instrumented chat
Prompt / output
8192 / 512 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
llama-bench
Llama-2-7BQ4_0Weights ↗Token speed——
48.58 tok/sGeneration · mean · per request
1 × RX 7600 XTSingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Linux 6.12.32
Engine
llama.cpp
Backend
ROCm / HIP
Harness
llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
1
Date
2025-08-01
Full record →
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llama-bench
Llama-2-7BQ4_0Weights ↗Token speed——
53.02 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
ornith-1.5-9b@q6_kQ6_KRepository unresolvedllm-bench.io QualityFour sequential scenarios: agent workflow, code generation, role play, research
63.25 / 100LLM judge · Mean
756.41 tok/sPrefill · mean · per request
39.11 tok/sGeneration · mean · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows 11 Professionnel 25H2
Engine
LM Studio
Backend
Not reported
Harness
llm-benchmark 0.4.59+97
Prompt / output
? / ? tokens
Context
65536
Concurrency
1
Date
2026-09-15
Full record →
View
Report
Generic LLM
Ornith-1.5-35B-A3BQ4_KModel ref. ↗Token speed—
271 tok/sPrefill · per request
20.2 tok/sGeneration · per request
1 × RX 7600 XTSingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows 11
Engine
Strata / llama.cpp
Backend
ROCm / HIP
Harness
Strata tune / instrumented chat
Prompt / output
8192 / 512 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
llama-bench
Llama-2-7BQ4_0Weights ↗Token speed—
1,199.16 tok/sPrefill · mean · per request
—1 × RX 7600 XTSingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Linux 6.12.32
Engine
llama.cpp
Backend
ROCm / HIP
Harness
llama-bench
Prompt / output
512 / 0 tokens
Context
Not reported
Concurrency
1
Date
2025-08-01
Full record →
View
Report
llama-bench
Llama-2-7BQ4_0Weights ↗Token speed—
1,024.38 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
qwen3.5-9b-mtp@q4_k_xl (checkpoint unspecified)Q4_K_XLModel ref. ↗llm-bench.io QualityFour sequential scenarios: agent workflow, code generation, role play, research
68.8 / 100LLM judge · Mean
219.05 tok/sPrefill · mean · per request
47.69 tok/sGeneration · mean · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows 11 Professionnel 25H2
Engine
LM Studio
Backend
Not reported
Harness
llm-benchmark 0.4.59+97
Prompt / output
? / ? tokens
Context
65536
Concurrency
1
Date
2026-09-16
Full record →
View
Report
Generic LLM
Ornith-1.5-35B-A3BQ4_KModel ref. ↗Token speed—
353 tok/sPrefill · per request
42.5 tok/sGeneration · per request
1 × RX 7600 XTSingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows 11
Engine
Strata / llama.cpp
Backend
ROCm / HIP
Harness
Strata tune / instrumented chat
Prompt / output
8192 / 512 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
llama-bench
Llama-2-7BQ4_0Weights ↗Token speed——
47.65 tok/sGeneration · mean · per request
1 × RX 7600 XTSingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Linux 6.12.32
Engine
llama.cpp
Backend
ROCm / HIP
Harness
llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
1
Date
2025-08-01
Full record →
View
Report
llama-bench
Llama-2-7BQ4_0Weights ↗Token speed——
56.11 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
qwen3.5-9b-mtp@q6_k (checkpoint unspecified)Q6_KModel ref. ↗llm-bench.io QualityFour sequential scenarios: agent workflow, code generation, role play, research
68.45 / 100LLM judge · Mean
756.46 tok/sPrefill · mean · per request
44.9 tok/sGeneration · mean · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows 11 Professionnel 25H2
Engine
LM Studio
Backend
Not reported
Harness
llm-benchmark 0.4.59+97
Prompt / output
? / ? tokens
Context
65536
Concurrency
1
Date
2026-09-11
Full record →
View
Report
Generic LLM
Ornith-1.5-35B-A3BQ4_KModel ref. ↗Token speed——
~33.2 tok/sGeneration · per request
1 × RX 7600 XTSingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows 11
Engine
Strata / llama.cpp
Backend
ROCm / HIP
Harness
Strata tune / instrumented chat
Prompt / output
? / ? tokens
Context
262144
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
llama-bench
Llama-2-7BQ4_0Weights ↗Token speed—
606.24 tok/sPrefill · mean · per request
—1 × RX 7600 XTSingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Linux 6.12.32
Engine
llama.cpp
Backend
Vulkan
Harness
llama-bench
Prompt / output
512 / 0 tokens
Context
Not reported
Concurrency
1
Date
2025-08-01
Full record →
View
Report
llm-bench.io
qwen3.5-9b-mtp@q8_0 (checkpoint unspecified)Q8_0Model ref. ↗llm-bench.io QualityFour sequential scenarios: agent workflow, code generation, role play, research
68.35 / 100LLM judge · Mean
—
38.83 tok/sGeneration · mean · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows 11 Professionnel 25H2
Engine
LM Studio
Backend
Not reported
Harness
llm-benchmark 0.4.46+97
Prompt / output
? / ? tokens
Context
65536
Concurrency
1
Date
2026-09-02
Full record →
View
Report
Generic LLM
Ornith-1.5-35B-A3BQ4_KModel ref. ↗Token speed——
~45.9 tok/sGeneration · per request
1 × RX 7600 XTSingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows 11
Engine
Strata / llama.cpp
Backend
ROCm / HIP
Harness
Strata tune / instrumented chat
Prompt / output
? / ? tokens
Context
65536
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
llama-bench
Llama-2-7BQ4_0Weights ↗Token speed——
52.84 tok/sGeneration · mean · per request
1 × RX 7600 XTSingle GPU · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Linux 6.12.32
Engine
llama.cpp
Backend
Vulkan
Harness
llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
1
Date
2025-08-01
Full record →
View
Report
llm-bench.io
qwen3.5-9b-mtp@q8_0 (checkpoint unspecified)Q8_0Model ref. ↗llm-bench.io QualityFour sequential scenarios: agent workflow, code generation, role play, research
67.39 / 100LLM judge · Mean
857.02 tok/sPrefill · mean · per request
41.48 tok/sGeneration · mean · per request
GPU count unknownUnknown · 16 GB VRAM/GPU
Configuration
Memory
16 GB VRAM/GPU
OS
Windows 11 Professionnel 25H2
Engine
LM Studio
Backend
Not reported
Harness
llm-benchmark 0.4.59+97
Prompt / output
? / ? tokens
Context
65536
Concurrency
1
Date
2026-09-11
Full record →
Models and software in this collection

Model families: Gemma 4, Llama 2, Muse Glimmer, Qwen3.5, Qwen3.6, Qwen3.8

Engines: LM Studio, Strata / llama.cpp, llama.cpp

Methodology and evidence standards · Download the research dataset