AMD-Pro-BenchCommunity

13,812 benchmarks in 32 GPU combinations documented

Qwen3-Coder-30B-A3B-Instruct on AMD GPUs

404 results · 9 sources · 526 measurements

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

Documented results

24 selected tests
View
Report
Custom evaluation
Qwen3-Coder-30B-A3B-InstructQ4_K_MModel ref. ↗Conflicting evidenceHumanEval100 problems
98 %Reported pass@1 · n = 100
—
94.08 tok/sGeneration · mean · per request
2 × W7800Layer split · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Ubuntu 24.04 LTS
Engine
Ollama
Backend
ROCm
Harness
BoJl unified evaluation harness (2026-08)
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
Custom evaluation
Qwen3-Coder-30B-A3B-InstructQ4_K_MModel ref. ↗Conflicting evidenceHumanEval100 problems
99 %Reported pass@1 · n = 100
—
96.97 tok/sGeneration · mean · per request
1 × W7800Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Ubuntu 24.04 LTS
Engine
Ollama
Backend
ROCm
Harness
BoJl unified evaluation harness (2026-08)
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
LocalMaxxing
Qwen3-Coder-30B-A3B-InstructQ8_0Model ref. ↗Token speed—
3,064.51 tok/sPrefill · unknown
117.27 tok/sGeneration · unknown
2 × RX 7900 XTXLayer split · 24 GB VRAM/GPU
Configuration
Memory
24 GB VRAM/GPU
OS
Arch Linux
Engine
llama.cpp
Backend
Not reported
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
530 / 155 tokens
Context
32768
Concurrency
Not reported
Date
2026-09-15
Full record →
View
Report
LocalMaxxing
Qwen3-Coder-30B-A3B-InstructQ4_K_XLModel ref. ↗Token speed—
239.5 tok/sPrefill · unknown
14.4 tok/sGeneration · unknown
1 × Ryzen AI Max+ 395Single GPU · Unified memory
Configuration
Memory
Unified memory
OS
Ubuntu 24.04
Engine
llama.cpp
Backend
vulkan
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
131124 / 128 tokens
Context
131072
Concurrency
Not reported
Date
2026-08-11
Full record →
View
Report
LocalMaxxing
Qwen3-Coder-30B-A3B-InstructQ8_0Model ref. ↗Token speed—
2,454.73 tok/sPrefill · unknown
82.03 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
530 / 156 tokens
Context
686
Concurrency
Not reported
Date
2026-06-27
Full record →
View
Report
llama-bench
Qwen3-Coder-30B-A3B-InstructBF16Model ref. ↗Token speed512 input tokens · 0 existing KV tokens—
321.56 tok/sPrefill · mean · per request
—2 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Linux (inferred; distribution unreported) (inferred)
Engine
llama.cpp
Backend
vulkan_amdvlk
Harness
llama-bench
Prompt / output
512 / ? tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
Serving benchmark
Qwen3-Coder-30B-A3B-InstructAWQ INT4 G32Weights ↗Token speed16 coding prompts repeated twice
104.42 tok/sThroughput · aggregate
——1 × R9700Single GPU · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Linux (kernel 6.17.0-1028-oem)
Engine
vLLM
Backend
ROCm
Harness
Paiton qualification harness
Prompt / output
? / 256 tokens
Context
4096
Concurrency
1
Date
2026-09-08
Full record →
View
Report
Generic LLM
Qwen3-Coder-30B-A3B-InstructQuant not reportedModel ref. ↗Token speed—
974 tok/sPrefill · mean · per request
—1 × R9700Single GPU · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Windows 11 Pro 26200
Engine
Ollama
Backend
DirectML (author label; unverified)
Harness
Not reported
Prompt / output
118 / 6382 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
Generic LLM
Qwen3-Coder-30B-A3B-InstructQ4_K_MModel ref. ↗Conflicting evidenceToken speed—
2,104 tok/sPrefill · unknown
—1 × R9700Single GPU · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Ubuntu 24.04.4 LTS
Engine
llama.cpp
Backend
HIP / ROCm 7.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
Custom evaluation
Qwen3-Coder-30B-A3B-InstructQ4_K_MModel ref. ↗Conflicting evidenceToken speedsynth-bulk-dispatcher-impl——
93.55 tok/sGeneration · mean · per request
2 × W7800Layer split · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Ubuntu 24.04 LTS
Engine
Ollama
Backend
ROCm
Harness
BoJl unified evaluation harness (2026-08)
Prompt / output
? / 580 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
Custom evaluation
Qwen3-Coder-30B-A3B-InstructQ4_K_MModel ref. ↗Conflicting evidenceToken speedsynth-bulk-dispatcher-impl——
95.77 tok/sGeneration · mean · per request
1 × W7800Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Ubuntu 24.04 LTS
Engine
Ollama
Backend
ROCm
Harness
BoJl unified evaluation harness (2026-08)
Prompt / output
? / 601 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
LocalMaxxing
Qwen3-Coder-30B-A3B-InstructQ8_0Model ref. ↗Token speed—
2,532.29 tok/sPrefill · unknown
136.45 tok/sGeneration · unknown
2 × RX 7900 XTXLayer split · 24 GB VRAM/GPU
Configuration
Memory
24 GB VRAM/GPU
OS
Arch Linux
Engine
llama.cpp
Backend
Not reported
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
530 / 256 tokens
Context
32768
Concurrency
Not reported
Date
2026-09-15
Full record →
View
Report
LocalMaxxing
Qwen3-Coder-30B-A3B-InstructQ4_K_XLModel ref. ↗Token speed—
736.1 tok/sPrefill · unknown
39.6 tok/sGeneration · unknown
1 × Ryzen AI Max+ 395Single GPU · Unified memory
Configuration
Memory
Unified memory
OS
Ubuntu 24.04
Engine
llama.cpp
Backend
vulkan
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
32820 / 128 tokens
Context
32768
Concurrency
Not reported
Date
2026-08-11
Full record →
View
Report
LocalMaxxing
Qwen3-Coder-30B-A3B-InstructQ8_0Model ref. ↗Token speed—
2,766.5 tok/sPrefill · unknown
75.92 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
530 / 155 tokens
Context
685
Concurrency
Not reported
Date
2026-06-27
Full record →
View
Report
llama-bench
Qwen3-Coder-30B-A3B-InstructBF16Model ref. ↗Token speed128 output tokens · 0 existing KV tokens——
18.51 tok/sGeneration · mean · per request
2 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Linux (inferred; distribution unreported) (inferred)
Engine
llama.cpp
Backend
vulkan_amdvlk
Harness
llama-bench
Prompt / output
? / 128 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
Serving benchmark
Qwen3-Coder-30B-A3B-InstructAWQ INT4 G32Weights ↗Token speed16 coding prompts repeated twice
126.68 tok/sThroughput · aggregate
——1 × R9700Single GPU · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Linux (kernel 6.17.0-1028-oem)
Engine
Paiton + vLLM
Backend
ROCm
Harness
Paiton qualification harness
Prompt / output
? / 256 tokens
Context
4096
Concurrency
1
Date
2026-09-08
Full record →
View
Report
Generic LLM
Qwen3-Coder-30B-A3B-InstructQuant not reportedModel ref. ↗Token speed——
113.6 tok/sGeneration · mean · per request
1 × R9700Single GPU · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Windows 11 Pro 26200
Engine
Ollama
Backend
DirectML (author label; unverified)
Harness
Not reported
Prompt / output
118 / 6382 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
Generic LLM
Qwen3-Coder-30B-A3B-InstructQ4_K_MModel ref. ↗Conflicting evidenceToken speed——
113 tok/sGeneration · unknown
1 × R9700Single GPU · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Ubuntu 24.04.4 LTS
Engine
llama.cpp
Backend
HIP / ROCm 7.2
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
Custom evaluation
Qwen3-Coder-30B-A3B-InstructQ4_K_MModel ref. ↗Conflicting evidenceToken speedsynth-horner-mpmath-derivative——
94.63 tok/sGeneration · mean · per request
2 × W7800Layer split · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Ubuntu 24.04 LTS
Engine
Ollama
Backend
ROCm
Harness
BoJl unified evaluation harness (2026-08)
Prompt / output
? / 154 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
Custom evaluation
Qwen3-Coder-30B-A3B-InstructQ4_K_MModel ref. ↗Conflicting evidenceToken speedsynth-horner-mpmath-derivative——
97.39 tok/sGeneration · mean · per request
1 × W7800Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Ubuntu 24.04 LTS
Engine
Ollama
Backend
ROCm
Harness
BoJl unified evaluation harness (2026-08)
Prompt / output
? / 85 tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
View
Report
LocalMaxxing
Qwen3-Coder-30B-A3B-InstructQ4_K_MModel ref. ↗Token speed—
230 tok/sPrefill · unknown
43.8 tok/sGeneration · unknown
1 × RX 7900 XTXSingle GPU · 24 GB VRAM/GPU
Configuration
Memory
24 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp
Backend
Not reported
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
512 / 512 tokens
Context
2048
Concurrency
Not reported
Date
2026-07-15
Full record →
View
Report
LocalMaxxing
Qwen3-Coder-30B-A3B-InstructQ4_K_XLModel ref. ↗Token speed—
429.2 tok/sPrefill · unknown
24.2 tok/sGeneration · unknown
1 × Ryzen AI Max+ 395Single GPU · Unified memory
Configuration
Memory
Unified memory
OS
Ubuntu 24.04
Engine
llama.cpp
Backend
vulkan
Harness
LocalMaxxing community speed test; exact client where reported
Prompt / output
65588 / 128 tokens
Context
65536
Concurrency
Not reported
Date
2026-08-11
Full record →
View
Report
LocalMaxxing
Qwen3-Coder-30B-A3B-InstructQ8_0Model ref. ↗Token speed——
87.15 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
530 / 156 tokens
Context
686
Concurrency
Not reported
Date
2026-05-05
Full record →
View
Report
llama-bench
Qwen3-Coder-30B-A3B-InstructBF16Model ref. ↗Token speed2,048 input tokens · 16,384 existing KV tokens—
198 tok/sPrefill · mean · per request
—2 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPU
Configuration
Memory
32 GB VRAM/GPU
OS
Linux (inferred; distribution unreported) (inferred)
Engine
llama.cpp
Backend
vulkan_amdvlk
Harness
llama-bench
Prompt / output
2048 / ? tokens
Context
Not reported
Concurrency
Not reported
Date
Not reported
Full record →
Quantizations and software

Quantizations: AWQ INT4 G32, BF16, Q4_K_M, Q4_K_XL, Q8_0, UD-Q8_K_XL
Engines: llama.cpp, Ollama, Paiton + vLLM, vLLM

Explore all 404 results →

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

GPU benchmark pages: W7800 · R9700 · RX 7900 XTX · Ryzen AI Max+ 395