Back to leaderboard

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Excellent

Jun 26, 2026 · Cortex-X925

llama3.2:3b

OLLAMA GGUF

llama · 3.2B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

Global Score
86 vs 67
Hardware Fit
78 vs 77
Quality Score
90 vs 63

Hardware

gemma4:12b llama3.2:3b
MachineNVIDIA NVIDIA_DGX_SparkLENOVO 20U30029MB
CPUCortex-X925Intel Core™ i5-10210U
Cores208
RAM122 GB15 GB
GPUDevice 2e12CometLake-U GT2 [UHD Graphics]
OSUbuntu 24.04.4 LTSPop 24.04 LTS
Archarm64x64
Power Modeperformancelow-power

Performance

gemma4:12b llama3.2:3b
Tokens/sec26.310.0
First chunk545 ms1166 ms
TTFT545 ms1.2 s
Load time9.5 s6.8 s
Memory usage8.4 GB3.8 GB
Memory %7%25%

HW Fit Score Breakdown

gemma4:12b

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

llama3.2:3b

Speed
27/50
TTFT
20/20
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

llama3.2:3b

Reasoning
11/20
Coding
15/20
Instruction
13/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor 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