Back to leaderboard

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Excellent

Jun 26, 2026 · Cortex-X925

deepseek-r1:1.5b

OLLAMA GGUF

qwen2 · 1.8B · Q4_K_M

Not Rec.

Apr 29, 2026 · Intel Core™ i5-8350U

Global Score
86 vs 37
Hardware Fit
78 vs 73
Quality Score
90 vs 22

Hardware

gemma4:12b deepseek-r1:1.5b
MachineNVIDIA NVIDIA_DGX_SparkLENOVO 20L7CTO1WW
CPUCortex-X925Intel Core™ i5-8350U
Cores208
RAM122 GB23 GB
GPUDevice 2e12Kaby Lake-R GT2 [UHD Graphics 620]
OSUbuntu 24.04.4 LTSFedora Linux 43
Archarm64x64
Power Modeperformancelow-power

Performance

gemma4:12b deepseek-r1:1.5b
Tokens/sec26.318.4
First chunk545 ms593 ms
TTFT545 ms30.0 s
Load time9.5 s3.8 s
Memory usage8.4 GB1.0 GB
Memory %7%4%

HW Fit Score Breakdown

gemma4:12b

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

deepseek-r1:1.5b

Speed
43/50
TTFT
0/20
Memory
30/30

Quality

gemma4:12b

Reasoning
18/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

deepseek-r1:1.5b

Reasoning
4/20
Coding
0/20
Instruction
5/20
Structured
3/15
Math
7/15
Multilingual
3/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Weak Multilingual: Weak

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