qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

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

qwen2.5-coder-1.5b-instruct-mlx

LM-STUDIO MLX

qwen2 · 1.5B · 8bit

Good

Mar 4, 2026 · Apple M4

Global Score

68 vs 70

Hardware Fit

59 vs 100

Quality Score

72 vs 57

Hardware

qwen2.5-coder:7b qwen2.5-coder-1.5b…

MachineASUSMacBook Air

CPUIntel Gen Intel® Core™ i7-13700KApple M4

Cores2410

RAM64 GB32 GB

GPUNVIDIA GeForce RTX 3070Apple M4

OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.3

Archx64arm64

Power Modeunknownbalanced

Performance

qwen2.5-coder:7b qwen2.5-coder-1.5b…

Tokens/sec34.458.4

First chunk1991 ms234 ms

TTFT2.0 s234 ms

Load time40.6 sN/A

Memory usage5.0 GB1.5 GB

Memory %8%5%

HW Fit Score Breakdown

qwen2.5-coder:7b

Speed

38/50

TTFT

12/20

Memory

9/30

qwen2.5-coder-1.5b-inst…

Speed

50/50

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

qwen2.5-coder-1.5b-inst…

Reasoning

9/20

Coding

12/20

Instruction

13/20

Structured

12/15

Math

4/15

Multilingual

7/10

Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Adequate

View qwen2.5-coder:7b 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