Back to leaderboard

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

qwen3.5-27b

LM-STUDIO GGUF

qwen35 · 27B · Q4_K_M

Not Rec.

Mar 6, 2026 · Apple M4 Pro

Global Score
68 vs 26
Hardware Fit
59 vs 63
Quality Score
72 vs 10

Hardware

qwen2.5-coder:7b qwen3.5-27b
MachineASUSMac mini
CPUIntel Gen Intel® Core™ i7-13700KApple M4 Pro
Cores2414
RAM64 GB64 GB
GPUNVIDIA GeForce RTX 3070Apple M4 Pro
OSMicrosoft Windows 11 Pro 10.0.26200macOS 15.7.4
Archx64arm64
Power Modeunknownbalanced

Performance

qwen2.5-coder:7b qwen3.5-27b
Tokens/sec34.49.5
First chunk1991 ms1099 ms
TTFT2.0 s1.1 s
Load time40.6 sN/A
Memory usage5.0 GB16.3 GB
Memory %8%25%

HW Fit Score Breakdown

qwen2.5-coder:7b

Speed
38/50
TTFT
12/20
Memory
9/30

qwen3.5-27b

Speed
13/50
TTFT
20/20
Memory
30/30

Quality

qwen2.5-coder:7b

Reasoning
11/20
Coding
18/20
Instruction
12/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

qwen3.5-27b

Reasoning
0/20
Coding
0/20
Instruction
2/20
Structured
0/15
Math
1/15
Multilingual
7/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Adequate
View qwen2.5-coder:7b details | View qwen3.5-27b 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