qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

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

ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score

68 vs 66

Hardware Fit

59 vs 51

Quality Score

72 vs 73

Hardware

qwen2.5-coder:7b ornith-1.5-9b_hybr…

MachineASUSMicro-Star International Co., Ltd. MS-7C37

CPUIntel Gen Intel® Core™ i7-13700KAMD Ryzen 9 3900X 12-Core Processor

Cores2424

RAM64 GB128 GB

GPUNVIDIA GeForce RTX 3070Intel(R) Arc(TM) Pro B70 Graphics

OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26200

Archx64x64

Power Modeunknownbalanced

Performance

qwen2.5-coder:7b ornith-1.5-9b_hybr…

Tokens/sec34.45.4

First chunk1991 ms39 ms

TTFT2.0 s940 ms

Load time40.6 sN/A

Memory usage5.0 GB10.7 GB

Memory %8%8%

HW Fit Score Breakdown

qwen2.5-coder:7b

Speed

38/50

TTFT

12/20

Memory

9/30

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

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

ornith-1.5-9b_hybrid-im…

Reasoning

14/20

Coding

14/20

Instruction

11/20

Structured

15/15

Math

9/15

Multilingual

10/10

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

View qwen2.5-coder:7b details | View ornith-1.5-9b_hybr… 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