View ReportCustom evaluation | Qwen3.5-27BQ4_K_MModel ref. ↗ | Local LLM custom suite4b · Math / math_basic | 100 %Score · 1 / 1 · Custom answer parser 6.42 tok/sThroughput · per request | — | — | 1 × RX 9070 XTSingle GPU · 16 GB VRAM/GPUConfiguration- Memory
- 16 GB VRAM/GPU
- OS
- Ubuntu 24.04 LTS
- Engine
- Ollama
- Backend
- ROCm / HIP
- Harness
- benchmark_v4b.py
- Prompt / output
- ? / ? tokens
- Context
- Not reported
- Concurrency
- 1
- Date
- 2026-03-19
Full record → |
|---|
View ReportCustom evaluation | Qwen3.5-27BINT4 AWQWeights ↗ | HumanEvalopenai/openai_humaneval test: first30 tasks1 concurrent request | 70 %pass@1 · 21 / 30 · Executable tests | — | — | 2 × R9700Tensor parallel · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- EndeavourOS (Arch Linux)
- Engine
- SGLang
- Backend
- ROCm
- Harness
- scripts/eval/eval_and_chart.py
- Prompt / output
- ? / ? tokens
- Context
- 262144
- Concurrency
- 1
- Date
- 2026-04-18
Full record → |
|---|
View ReportLocalMaxxing | Qwen3.5-27BMQ4Model ref. ↗ | Token speed | — | 438.49 tok/sPrefill · median · unknown | 196.23 tok/sGeneration · median · unknown | 1 × R9700Single GPU · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Ubuntu 24.04
- Engine
- hipfire
- Backend
- rocm
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 27 / 256 tokens
- Context
- 4096
- Concurrency
- Not reported
- Date
- 2026-05-20
Full record → |
|---|
View ReportGeneric LLM | Qwen3.5-27BQ4_K_MModel ref. ↗ | Token speed | — | — | 32.25 tok/sGeneration · mean · per request | 1 × R9700Single GPU · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Ubuntu 24.04.4 LTS; Linux 6.19.8-061908-generic
- Engine
- llama.cpp
- Backend
- Vulkan / Mesa RADV 26.0.3
- Harness
- Not reported
- Prompt / output
- ? / 128 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- 2026-03-27
Full record → |
|---|
View ReportGeneric LLM | Qwen3.5-27BQ4_K_MModel ref. ↗ | Token speed | — | — | 32.03 tok/sGeneration · mean · per request | 1 × R9700Single GPU · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Ubuntu 24.04.4 LTS; Linux 6.19.8-061908-generic
- Engine
- llama.cpp
- Backend
- Vulkan / Mesa RADV 26.0.3
- Harness
- Not reported
- Prompt / output
- ? / 128 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- 2026-03-28
Full record → |
|---|
View ReportGeneric LLM | Qwen3.5-27BQ4_K_MModel ref. ↗ | Token speed | — | — | 32.17 tok/sGeneration · mean · per request | 1 × R9700Single GPU · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Ubuntu 24.04.4 LTS; Linux 6.19.8-061908-generic
- Engine
- llama.cpp
- Backend
- Vulkan / Mesa RADV 26.0.4
- Harness
- Not reported
- Prompt / output
- ? / 128 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- 2026-04-10
Full record → |
|---|
View ReportGeneric LLM | Qwen3.5-27BQ4_K_MModel ref. ↗Conflicting evidence | Token speed | — | — | 27.2 tok/sGeneration · mean · per request | 2 × R9700Layer split · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Ubuntu 24.04.4 LTS; Linux 6.19.8-061908-generic
- Engine
- llama.cpp
- Backend
- Vulkan / Mesa RADV 26.0.4
- Harness
- Not reported
- Prompt / output
- ? / 128 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- 2026-04-10
Full record → |
|---|
View ReportLocalMaxxing | Qwen3.5-27BQ4_K_MModel ref. ↗ | Token speed | — | — | 12.44 tok/sGeneration · unknown | 1 × Ryzen AI Max+ 395Single GPU · Unified memoryConfiguration- Memory
- Unified memory
- OS
- Linux
- Engine
- llama.cpp
- Backend
- vulkan
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 5888 / 2048 tokens
- Context
- 262144
- Concurrency
- Not reported
- Date
- 2026-04-28
Full record → |
|---|
View ReportLocalMaxxing | Qwen3.5-27BMQ4Model ref. ↗ | Token speed | — | — | 254.4 tok/sGeneration · unknown | 1 × RX 7900 XTXSingle GPU · 24 GB VRAM/GPUConfiguration- Memory
- 24 GB VRAM/GPU
- OS
- Not reported
- Engine
- hipfire
- Backend
- Not reported
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 27 / 256 tokens
- Context
- 4096
- Concurrency
- Not reported
- Date
- 2026-05-16
Full record → |
|---|
View ReportCustom evaluation | Qwen3.5-27BQ4_K_MModel ref. ↗ | Local LLM custom suite4b · Math / math_discount | 100 %Score · 1 / 1 · Custom answer parser 6.4 tok/sThroughput · per request | — | — | 1 × RX 9070 XTSingle GPU · 16 GB VRAM/GPUConfiguration- Memory
- 16 GB VRAM/GPU
- OS
- Ubuntu 24.04 LTS
- Engine
- Ollama
- Backend
- ROCm / HIP
- Harness
- benchmark_v4b.py
- Prompt / output
- ? / ? tokens
- Context
- Not reported
- Concurrency
- 1
- Date
- 2026-03-19
Full record → |
|---|
View ReportLocalMaxxing | Qwen3.5-27BMQ4-AWQModel ref. ↗ | Token speed | — | 435.71 tok/sPrefill · median · unknown | 286.64 tok/sGeneration · median · unknown | 1 × R9700Single GPU · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Ubuntu Linux 7.0.0-15-generic on hiptrx
- Engine
- hipfire
- Backend
- rocm
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 27 / 155 tokens
- Context
- 4096
- Concurrency
- Not reported
- Date
- 2026-05-28
Full record → |
|---|
View ReportGeneric LLM | Qwen3.5-27BQ4_K_MModel ref. ↗ | Token speed | — | — | 32.17 tok/sGeneration · mean · per request | 1 × R9700Single GPU · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Ubuntu 24.04.4 LTS; Linux 6.19.8-061908-generic
- Engine
- llama.cpp
- Backend
- Vulkan / Mesa RADV 26.0.3
- Harness
- Not reported
- Prompt / output
- ? / 128 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- 2026-03-27
Full record → |
|---|
View ReportGeneric LLM | Qwen3.5-27BQ4_K_MModel ref. ↗ | Token speed | — | — | 26.7 tok/sGeneration · mean · per request | 2 × R9700Row split · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Ubuntu 24.04.4 LTS; Linux 6.19.8-061908-generic
- Engine
- llama.cpp
- Backend
- Vulkan / Mesa RADV 26.0.3
- Harness
- Not reported
- Prompt / output
- ? / 128 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- 2026-03-28
Full record → |
|---|
View ReportGeneric LLM | Qwen3.5-27BQ4_K_MModel ref. ↗ | Token speed | — | — | 26.29 tok/sGeneration · mean · per request | 2 × R9700Row split · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Ubuntu 24.04.4 LTS; Linux 6.19.8-061908-generic
- Engine
- llama.cpp
- Backend
- Vulkan / Mesa RADV 26.0.4
- Harness
- Not reported
- Prompt / output
- ? / 128 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- 2026-04-10
Full record → |
|---|
View ReportGeneric LLM | Qwen3.5-27BQ4_K_MModel ref. ↗Conflicting evidence | Token speed | — | — | 26.8 tok/sGeneration · mean · per request | 2 × R9700Layer split · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Ubuntu 24.04.4 LTS; Linux 6.19.8-061908-generic
- Engine
- llama.cpp
- Backend
- Vulkan / Mesa RADV 26.0.4
- Harness
- Not reported
- Prompt / output
- ? / 512 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- 2026-04-10
Full record → |
|---|
View ReportLocalMaxxing | Qwen3.5-27BQ4_K_MModel ref. ↗ | Token speed | — | — | 12.46 tok/sGeneration · unknown | 1 × Ryzen AI Max+ 395Single GPU · Unified memoryConfiguration- Memory
- Unified memory
- OS
- Linux
- Engine
- llama.cpp
- Backend
- rocm
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 5888 / 2048 tokens
- Context
- 262144
- Concurrency
- Not reported
- Date
- 2026-04-28
Full record → |
|---|
View ReportLocalMaxxing | Qwen3.5-27BMQ4Model ref. ↗ | Token speed | — | — | 44.6 tok/sGeneration · unknown | 1 × RX 7900 XTXSingle GPU · 24 GB VRAM/GPUConfiguration- Memory
- 24 GB VRAM/GPU
- OS
- Not reported
- Engine
- hipfire
- Backend
- Not reported
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 27 / 156 tokens
- Context
- 4096
- Concurrency
- Not reported
- Date
- 2026-05-16
Full record → |
|---|
View ReportCustom evaluation | Qwen3.5-27BQ4_K_MModel ref. ↗ | Local LLM custom suite4b · Math / math_speed | 100 %Score · 1 / 1 · Custom answer parser 6.42 tok/sThroughput · per request | — | — | 1 × RX 9070 XTSingle GPU · 16 GB VRAM/GPUConfiguration- Memory
- 16 GB VRAM/GPU
- OS
- Ubuntu 24.04 LTS
- Engine
- Ollama
- Backend
- ROCm / HIP
- Harness
- benchmark_v4b.py
- Prompt / output
- ? / ? tokens
- Context
- Not reported
- Concurrency
- 1
- Date
- 2026-03-19
Full record → |
|---|
View ReportLocalMaxxing | Qwen3.5-27BQ4_K_XLModel ref. ↗ | Token speed | — | 456.6 tok/sPrefill · unknown | 29.1 tok/sGeneration · unknown | 1 × R9700Single GPU · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Windows 11 Enterprise 10.0.26200
- Engine
- llama.cpp
- Backend
- cuda
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 34 / 256 tokens
- Context
- 2048
- Concurrency
- Not reported
- Date
- 2026-07-17
Full record → |
|---|
View ReportGeneric LLM | Qwen3.5-27BQ4_K_MModel ref. ↗ | Token speed | — | — | 32.06 tok/sGeneration · mean · per request | 1 × R9700Single GPU · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Ubuntu 24.04.4 LTS; Linux 6.19.8-061908-generic
- Engine
- llama.cpp
- Backend
- Vulkan / Mesa RADV 26.0.3
- Harness
- Not reported
- Prompt / output
- ? / 128 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- 2026-03-27
Full record → |
|---|
View ReportGeneric LLM | Qwen3.5-27BQ4_K_MModel ref. ↗ | Token speed | — | 928 tok/sPrefill · mean · per request | — | 1 × R9700Single GPU · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Ubuntu 24.04.4 LTS; Linux 6.19.8-061908-generic
- Engine
- llama.cpp
- Backend
- Vulkan / Mesa RADV 26.0.3
- Harness
- Not reported
- Prompt / output
- 512 / ? tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- 2026-03-28
Full record → |
|---|
View ReportGeneric LLM | Qwen3.5-27BQ4_K_MModel ref. ↗ | Token speed | — | — | 32.16 tok/sGeneration · mean · per request | 1 × R9700Single GPU · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Ubuntu 24.04.4 LTS; Linux 6.19.8-061908-generic
- Engine
- llama.cpp
- Backend
- Vulkan / Mesa RADV 26.0.4
- Harness
- Not reported
- Prompt / output
- ? / 512 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- 2026-04-10
Full record → |
|---|
View ReportGeneric LLM | Qwen3.5-27BQ4_K_MModel ref. ↗Conflicting evidence | Token speed | — | — | 26.8 tok/sGeneration · mean · per request | 2 × R9700Layer split · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Ubuntu 24.04.4 LTS; Linux 6.19.8-061908-generic
- Engine
- llama.cpp
- Backend
- Vulkan / Mesa RADV 26.0.4
- Harness
- Not reported
- Prompt / output
- ? / 2048 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- 2026-04-10
Full record → |
|---|
View ReportLocalMaxxing | Qwen3.5-27BIQ4_NLModel ref. ↗ | Token speed | — | — | 12.64 tok/sGeneration · unknown | 1 × Ryzen AI Max+ 395Single GPU · Unified memoryConfiguration- Memory
- Unified memory
- OS
- Linux
- Engine
- llama.cpp
- Backend
- vulkan
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 5888 / 2048 tokens
- Context
- 262144
- Concurrency
- Not reported
- Date
- 2026-04-28
Full record → |
|---|