Back to leaderboard

qwen3-next:80b-a3b-instruct-q4_K_M

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Good

Aug 18, 2026 · Intel Xeon® E5-2637 v3

glm-4.7-flash-reap-39-i1

LM-STUDIO GGUF

deepseek2 · Q5_K_M

Excellent

Aug 20, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score
78 vs 80
Hardware Fit
51 vs 97
Quality Score
89 vs 73

Hardware

qwen3-next:80b-a3b… glm-4.7-flash-reap…
MachineDell Inc. Precision Tower 7910Micro-Star International Co., Ltd. MS-7E51
CPUIntel Xeon® E5-2637 v3AMD Ryzen 7 9700X 8-Core Processor
Cores1616
RAM96 GB31 GB
GPUNVIDIA GeForce RTX 3090, NVIDIA GeForce RTX 3060NVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSMicrosoft Windows 10 Pro 10.0.19045Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen3-next:80b-a3b… glm-4.7-flash-reap…
Tokens/sec8.7154.8
First chunk1251 ms13 ms
TTFT1.3 s70 ms
Load time61.6 sN/A
Memory usage48.3 GB12.6 GB
Memory %50%41%

HW Fit Score Breakdown

qwen3-next:80b-a3b-inst…

Speed
9/50
TTFT
17/20
Memory
25/30

glm-4.7-flash-reap-39-i1

Speed
50/50
TTFT
20/20
Memory
27/30

Quality

qwen3-next:80b-a3b-inst…

Reasoning
18/20
Coding
19/20
Instruction
14/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

glm-4.7-flash-reap-39-i1

Reasoning
13/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
7/15
Multilingual
5/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Adequate
View qwen3-next:80b-a3b… details | View glm-4.7-flash-reap… details

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest