Back to leaderboard

qwen2.5-coder:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

gemma4:26b-nvfp4

OLLAMA GGUF

nvfp4

Not Rec.

May 25, 2026 · Apple M4 Pro

Global Score
68 vs 85
Hardware Fit
100 vs 80
Quality Score
54 vs 87

Hardware

qwen2.5-coder:1.5b gemma4:26b-nvfp4
MachineLENOVO 20U30029MBMacBook Pro
CPUIntel Core™ i5-10210UApple M4 Pro
Cores814
RAM15 GB48 GB
GPUCometLake-U GT2 [UHD Graphics]Apple M4 Pro
OSPop 24.04 LTSmacOS 26.4.1
Archx64arm64
Power Modelow-powerbalanced

Performance

qwen2.5-coder:1.5b gemma4:26b-nvfp4
Tokens/sec21.865.7
First chunk499 ms233 ms
TTFT499 ms30.0 s
Load time4.4 s5.0 s
Memory usage1.5 GB15.2 GB
Memory %10%32%

HW Fit Score Breakdown

qwen2.5-coder:1.5b

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

gemma4:26b-nvfp4

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

Quality

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

gemma4:26b-nvfp4

Reasoning
17/20
Coding
15/20
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

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