Back to leaderboard

lmstudio-community/gemma-4-26b-a4b-it

LM-STUDIO GGUF

gemma4 · 26B · Q4_K_M

Excellent

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

qwen3.5:9b-q8_0

OLLAMA GGUF

qwen35 · 9.7B · Q8_0

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

Global Score
81 vs 86
Hardware Fit
56 vs 100
Quality Score
91 vs 80

Hardware

lmstudio-community… qwen3.5:9b-q8_0
MachineDocker ContainerGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4
CPUIntel Gen Intel® Core™ i9-11900HIntel Core™ i5-14400F
Cores1616
RAM15 GB32 GB
GPUTigerLake-H GT1 [UHD Graphics]NVIDIA GeForce RTX 5060 Ti
OSUbuntu 26.04 LTSMicrosoft Windows 11 Professionnel 10.0.26200
Archx64x64
Power Modeperformancebalanced

Performance

lmstudio-community… qwen3.5:9b-q8_0
Tokens/sec9.937.7
First chunk145 ms120 ms
TTFT4.4 s120 ms
Load time48.3 s8.3 s
Memory usage5.6 GB8.4 GB
Memory %37%26%

HW Fit Score Breakdown

lmstudio-community/gemm…

Speed
18/50
TTFT
10/20
Memory
28/30

qwen3.5:9b-q8_0

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

Quality

lmstudio-community/gemm…

Reasoning
17/20
Coding
19/20
Instruction
18/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.5:9b-q8_0

Reasoning
14/20
Coding
16/20
Instruction
15/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

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