Back to leaderboard

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Jul 7, 2026 · Cortex-X925

qwen2.5:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Mar 16, 2026 · Intel Core™ i7-4771

Global Score
77 vs 65
Hardware Fit
59 vs 92
Quality Score
84 vs 54

Hardware

gemma4:12b qwen2.5:1.5b
MachineASUSTeK COMPUTER INC. GX10iMac
CPUCortex-X925Intel Core™ i7-4771
Cores208
RAM122 GB32 GB
GPUDevice 2e12NVIDIA GeForce GTX 780M
OSUbuntu 24.04.4 LTSmacOS 15.7.3
Archarm64x64
Power Modeperformancebalanced

Performance

gemma4:12b qwen2.5:1.5b
Tokens/sec26.819.6
First chunk632 ms690 ms
TTFT30.0 s690 ms
Load time5.4 s21.4 s
Memory usage9.3 GB1.0 GB
Memory %8%3%

HW Fit Score Breakdown

gemma4:12b

Speed
29/50
TTFT
0/20
Memory
30/30

qwen2.5:1.5b

Speed
42/50
TTFT
20/20
Memory
30/30

Quality

gemma4:12b

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

qwen2.5:1.5b

Reasoning
8/20
Coding
9/20
Instruction
12/20
Structured
13/15
Math
5/15
Multilingual
7/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Adequate

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