View ReportCustom evaluation | GLM-4.7-FlashQ4_K_MModel ref. ↗Conflicting evidence | HumanEval100 problems | 90 %Reported pass@1 · n = 100 | — | 69.8 tok/sGeneration · mean · per request | 2 × W7800Layer split · 48 GB VRAM/GPUConfiguration- 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 ReportLocalMaxxing | GLM-4.7-FlashQ4_K_MModel ref. ↗ | Token speed | — | 264.4 tok/sPrefill · unknown | 21.5 tok/sGeneration · unknown | 1 × RX 7700 XTSingle GPU · 12 GB VRAM/GPUConfiguration- Memory
- 12 GB VRAM/GPU
- OS
- Windows 11
- Engine
- vllm
- Backend
- Not reported
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 27 / 1024 tokens
- Context
- 2048
- Concurrency
- Not reported
- Date
- 2026-07-16
Full record → |
|---|
View ReportLocalMaxxing | GLM-4.7-FlashMXFP4_MOEModel ref. ↗ | Token speed | — | 2,085.45 tok/sPrefill · unknown | 97.39 tok/sGeneration · peak · unknown | 3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Arch Linux
- Engine
- llama.cpp
- Backend
- vulkan
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 527 / 256 tokens
- Context
- 783
- Concurrency
- Not reported
- Date
- 2026-08-04
Full record → |
|---|
View Reportllama-bench | GLM-4.7-FlashBF16Model ref. ↗ | Token speed512 input tokens · 0 output tokens · 0 existing KV tokens | — | 422.28 tok/sPrefill · mean · per request | — | 1 × Ryzen AI Max+ 395Single GPU · Unified memoryConfiguration- Memory
- Unified memory
- OS
- Fedora Linux 43 (Workstation Edition)
- Engine
- llama.cpp
- Backend
- ROCm / rocm-7_2_3
- Harness
- llama-bench
- Prompt / output
- 512 / 0 tokens
- Context
- Not reported
- Concurrency
- 1
- Date
- 2026-05-16
Full record → |
|---|
View ReportGeneric LLM | GLM-4.7-FlashIQ4_XSModel ref. ↗ | Token speed | — | 2,995.47 tok/sPrefill · mean · per request | — | 1 × R9700Single GPU · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Ubuntu 24.04
- Engine
- llama.cpp
- Backend
- ROCm 7.0.0
- Harness
- Not reported
- Prompt / output
- 512 / ? tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- 2026-05-14
Full record → |
|---|
View ReportLocalMaxxing | GLM-4.7-FlashQ8_0Model ref. ↗ | Token speed | — | — | 58.32 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
- 53 / 1024 tokens
- Context
- 131072
- Concurrency
- Not reported
- Date
- 2026-05-01
Full record → |
|---|
View ReportGeneric LLM | GLM-4.7-FlashQ4Model ref. ↗ | Token speed | — | ~2,690 tok/sPrefill · mean · per request | — | 1 × R9700Single GPU · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Windows 11 Pro 26200
- Engine
- Ollama
- Backend
- DirectML (author label; unverified)
- Harness
- Not reported
- Prompt / output
- ? / ? tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- Not reported
Full record → |
|---|
View ReportCustom evaluation | GLM-4.7-FlashQ4_K_MModel ref. ↗Conflicting evidence | Token speedsynth-bulk-dispatcher-impl | — | — | 66.82 tok/sGeneration · mean · per request | 2 × W7800Layer split · 48 GB VRAM/GPUConfiguration- Memory
- 48 GB VRAM/GPU
- OS
- Ubuntu 24.04 LTS
- Engine
- Ollama
- Backend
- ROCm
- Harness
- BoJl unified evaluation harness (2026-08)
- Prompt / output
- ? / 4096 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- Not reported
Full record → |
|---|
View ReportLocalMaxxing | GLM-4.7-FlashQ8_0Model ref. ↗ | Token speed | — | — | 93.28 tok/sGeneration · peak · unknown | 3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Arch Linux
- Engine
- llama.cpp
- Backend
- vulkan
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 527 / 256 tokens
- Context
- 783
- Concurrency
- Not reported
- Date
- 2026-05-05
Full record → |
|---|
View Reportllama-bench | GLM-4.7-FlashBF16Model ref. ↗ | Token speed0 input tokens · 128 output tokens · 0 existing KV tokens | — | — | 23.17 tok/sGeneration · mean · per request | 1 × Ryzen AI Max+ 395Single GPU · Unified memoryConfiguration- Memory
- Unified memory
- OS
- Fedora Linux 43 (Workstation Edition)
- Engine
- llama.cpp
- Backend
- ROCm / rocm-7_2_3
- Harness
- llama-bench
- Prompt / output
- 0 / 128 tokens
- Context
- Not reported
- Concurrency
- 1
- Date
- 2026-05-16
Full record → |
|---|
View ReportGeneric LLM | GLM-4.7-FlashIQ4_XSModel ref. ↗ | Token speed | — | 2,967.89 tok/sPrefill · mean · per request | — | 1 × R9700Single GPU · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Ubuntu 24.04
- Engine
- llama.cpp
- Backend
- ROCm 7.2.3
- Harness
- Not reported
- Prompt / output
- 512 / ? tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- 2026-05-14
Full record → |
|---|
View ReportLocalMaxxing | GLM-4.7-FlashQ8_0Model ref. ↗ | Token speed | — | — | 82.57 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
- 53 / 1024 tokens
- Context
- 131072
- Concurrency
- Not reported
- Date
- 2026-05-01
Full record → |
|---|
View ReportGeneric LLM | GLM-4.7-FlashQ4Model ref. ↗ | Token speed | — | — | 49.3 tok/sGeneration · mean · per request | 1 × R9700Single GPU · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Windows 11 Pro 26200
- Engine
- Ollama
- Backend
- DirectML (author label; unverified)
- Harness
- Not reported
- Prompt / output
- ? / ? tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- Not reported
Full record → |
|---|
View ReportCustom evaluation | GLM-4.7-FlashQ4_K_MModel ref. ↗Conflicting evidence | Token speedsynth-horner-mpmath-derivative | — | — | 66.72 tok/sGeneration · mean · per request | 2 × W7800Layer split · 48 GB VRAM/GPUConfiguration- Memory
- 48 GB VRAM/GPU
- OS
- Ubuntu 24.04 LTS
- Engine
- Ollama
- Backend
- ROCm
- Harness
- BoJl unified evaluation harness (2026-08)
- Prompt / output
- ? / 4096 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- Not reported
Full record → |
|---|
View ReportLocalMaxxing | GLM-4.7-FlashGPTQ-Int4-Int8MixModel ref. ↗ | Token speed | — | — | 211.92 tok/sGeneration · peak · unknown | 3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Arch Linux
- Engine
- vllm
- Backend
- rocm
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 8512 / 4096 tokens
- Context
- 32768
- Concurrency
- Not reported
- Date
- 2026-05-16
Full record → |
|---|
View Reportllama-bench | GLM-4.7-FlashBF16Model ref. ↗ | Token speed2,048 input tokens · 0 output tokens · 32,768 existing KV tokens | — | 91.33 tok/sPrefill · mean · per request | — | 1 × Ryzen AI Max+ 395Single GPU · Unified memoryConfiguration- Memory
- Unified memory
- OS
- Fedora Linux 43 (Workstation Edition)
- Engine
- llama.cpp
- Backend
- ROCm / rocm-7_2_3
- Harness
- llama-bench
- Prompt / output
- 2048 / 0 tokens
- Context
- Not reported
- Concurrency
- 1
- Date
- 2026-05-16
Full record → |
|---|
View ReportLocalMaxxing | GLM-4.7-FlashQ8_0Model ref. ↗ | Token speed | — | — | 39.69 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 ReportGeneric LLM | GLM-4.7-FlashQ8_0Model ref. ↗ | Token speed | — | ~1,460 tok/sPrefill · mean · per request | — | 1 × R9700Single GPU · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Windows 11 Pro 26200
- Engine
- Ollama
- Backend
- DirectML (author label; unverified)
- Harness
- Not reported
- Prompt / output
- ? / ? tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- Not reported
Full record → |
|---|
View ReportCustom evaluation | GLM-4.7-FlashQ4_K_MModel ref. ↗Conflicting evidence | Token speedsynth-invoke-sign-artifacts-ps | — | — | 67.78 tok/sGeneration · mean · per request | 2 × W7800Layer split · 48 GB VRAM/GPUConfiguration- Memory
- 48 GB VRAM/GPU
- OS
- Ubuntu 24.04 LTS
- Engine
- Ollama
- Backend
- ROCm
- Harness
- BoJl unified evaluation harness (2026-08)
- Prompt / output
- ? / 2980 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- Not reported
Full record → |
|---|
View ReportLocalMaxxing | GLM-4.7-FlashGPTQ-Int4-Int8MixModel ref. ↗ | Token speed | — | — | 212.2 tok/sGeneration · unknown | 3 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Arch Linux
- Engine
- vllm
- Backend
- rocm
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 8512 / 4096 tokens
- Context
- 32768
- Concurrency
- Not reported
- Date
- 2026-05-16
Full record → |
|---|
View Reportllama-bench | GLM-4.7-FlashBF16Model ref. ↗ | Token speed0 input tokens · 32 output tokens · 32,768 existing KV tokens | — | — | 16.56 tok/sGeneration · mean · per request | 1 × Ryzen AI Max+ 395Single GPU · Unified memoryConfiguration- Memory
- Unified memory
- OS
- Fedora Linux 43 (Workstation Edition)
- Engine
- llama.cpp
- Backend
- ROCm / rocm-7_2_3
- Harness
- llama-bench
- Prompt / output
- 0 / 32 tokens
- Context
- Not reported
- Concurrency
- 1
- Date
- 2026-05-16
Full record → |
|---|
View ReportGeneric LLM | GLM-4.7-FlashQ8_0Model ref. ↗ | Token speed | — | — | 19.4 tok/sGeneration · mean · per request | 1 × R9700Single GPU · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Windows 11 Pro 26200
- Engine
- Ollama
- Backend
- DirectML (author label; unverified)
- Harness
- Not reported
- Prompt / output
- ? / ? tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- Not reported
Full record → |
|---|
View ReportCustom evaluation | GLM-4.7-FlashQ4_K_MModel ref. ↗Conflicting evidence | Token speedsynth-legacy-rename-toolchain | — | — | 69.78 tok/sGeneration · mean · per request | 2 × W7800Layer split · 48 GB VRAM/GPUConfiguration- Memory
- 48 GB VRAM/GPU
- OS
- Ubuntu 24.04 LTS
- Engine
- Ollama
- Backend
- ROCm
- Harness
- BoJl unified evaluation harness (2026-08)
- Prompt / output
- ? / 1882 tokens
- Context
- Not reported
- Concurrency
- Not reported
- Date
- Not reported
Full record → |
|---|
View ReportLocalMaxxing | GLM-4.7-FlashMXFP4_MOEModel ref. ↗ | Token speed | — | — | 92.93 tok/sGeneration · peak · unknown | 2 × R9700Multi-GPU · split unknown · 32 GB VRAM/GPUConfiguration- Memory
- 32 GB VRAM/GPU
- OS
- Arch Linux
- Engine
- llama.cpp
- Backend
- vulkan
- Harness
- LocalMaxxing community speed test; exact client where reported
- Prompt / output
- 527 / 256 tokens
- Context
- 783
- Concurrency
- Not reported
- Date
- 2026-05-04
Full record → |
|---|