Back to leaderboard

gemma4:e4b-mlx

OLLAMA GGUF
Excellent

Jul 7, 2026 · Apple M2 Pro

qwen2.5-coder:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

Global Score
85 vs 68
Hardware Fit
95 vs 100
Quality Score
81 vs 54

Hardware

gemma4:e4b-mlx qwen2.5-coder:1.5b
MachineMacBook ProLENOVO 20U30029MB
CPUApple M2 ProIntel Core™ i5-10210U
Cores108
RAM16 GB15 GB
GPUApple M2 ProCometLake-U GT2 [UHD Graphics]
OSmacOS 26.5Pop 24.04 LTS
Archarm64x64
Power Modebalancedlow-power

Performance

gemma4:e4b-mlx qwen2.5-coder:1.5b
Tokens/sec47.321.8
First chunk258 ms499 ms
TTFT258 ms499 ms
Load time5.1 s4.4 s
Memory usage7.9 GB1.5 GB
Memory %49%10%

HW Fit Score Breakdown

gemma4:e4b-mlx

Speed
50/50
TTFT
20/20
Memory
25/30

qwen2.5-coder:1.5b

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

Quality

gemma4:e4b-mlx

Reasoning
15/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
8/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

qwen2.5-coder:1.5b

Reasoning
8/20
Coding
11/20
Instruction
13/20
Structured
11/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Strong
View gemma4:e4b-mlx details | View qwen2.5-coder:1.5b 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