Back to leaderboard

gemma4:12b-fast

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Nov 13, 2026 · Intel Gen Intel® Core™ i7-12700

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Excellent

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score
85 vs 82
Hardware Fit
80 vs 81
Quality Score
87 vs 82

Hardware

gemma4:12b-fast qwen3.5:9b
MachineASUSAZW GTR Pro
CPUIntel Gen Intel® Core™ i7-12700AMD RYZEN AI MAX+ 395
Cores2032
RAM30 GB125 GB
GPUAlder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060AMD Radeon 8060S
OSUbuntu 26.04.1 LTSUbuntu 24.04.4 LTS
Archx64x64
Power Modelow-powerperformance

Performance

gemma4:12b-fast qwen3.5:9b
Tokens/sec75.930.8
First chunk169 ms195 ms
TTFT30.0 s195 ms
Load time8.4 s5.2 s
Memory usage1.3 GB18.8 GB
Memory %5%15%

HW Fit Score Breakdown

gemma4:12b-fast

Speed
50/50
TTFT
0/20
Memory
30/30

qwen3.5:9b

Speed
31/50
TTFT
20/20
Memory
30/30

Quality

gemma4:12b-fast

Reasoning
18/20
Coding
14/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.5:9b

Reasoning
14/20
Coding
17/20
Instruction
15/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View gemma4:12b-fast details | View qwen3.5:9b 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