Back to leaderboard

qwen2.5-coder:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

qwen3.8-27b-claude-opus-reasoning-distilled

LM-STUDIO GGUF

qwen35 · 27B · Q4_K_M

Excellent

Aug 20, 2026 · Apple M4 Max

Global Score
68 vs 80
Hardware Fit
100 vs 63
Quality Score
54 vs 87

Hardware

qwen2.5-coder:1.5b qwen3.8-27b-claude…
MachineLENOVO 20U30029MBMacBook Pro
CPUIntel Core™ i5-10210UApple M4 Max
Cores816
RAM15 GB128 GB
GPUCometLake-U GT2 [UHD Graphics]Apple M4 Max
OSPop 24.04 LTSmacOS 26.5.2
Archx64arm64
Power Modelow-powerbalanced

Performance

qwen2.5-coder:1.5b qwen3.8-27b-claude…
Tokens/sec21.824.0
First chunk499 ms20 ms
TTFT499 ms4.5 s
Load time4.4 sN/A
Memory usage1.5 GB15.7 GB
Memory %10%12%

HW Fit Score Breakdown

qwen2.5-coder:1.5b

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

qwen3.8-27b-claude-opus…

Speed
27/50
TTFT
6/20
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

qwen3.8-27b-claude-opus…

Reasoning
19/20
Coding
18/20
Instruction
11/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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