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

Sage-A1.5-Q4_K_M-GGUF:latest

OLLAMA GGUF

qwen35moe · 35.5B · Q4_K_M

Excellent

Oct 23, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score
68 vs 86
Hardware Fit
59 vs 86
Quality Score
72 vs 86

Hardware

qwen2.5-coder:7b Sage-A1.5-Q4_K_M-G…
MachineASUSMicro-Star International Co., Ltd. MS-7E51
CPUIntel Gen Intel® Core™ i7-13700KAMD Ryzen 7 9700X 8-Core Processor
Cores2416
RAM64 GB31 GB
GPUNVIDIA GeForce RTX 3070NVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26300
Archx64x64
Power Modeunknownbalanced

Performance

qwen2.5-coder:7b Sage-A1.5-Q4_K_M-G…
Tokens/sec34.475.2
First chunk1991 ms168 ms
TTFT2.0 s168 ms
Load time40.6 s0.0 s
Memory usage5.0 GB21.4 GB
Memory %8%69%

HW Fit Score Breakdown

qwen2.5-coder:7b

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

Sage-A1.5-Q4_K_M-GGUF:l…

Speed
50/50
TTFT
20/20
Memory
16/30

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

Sage-A1.5-Q4_K_M-GGUF:l…

Reasoning
16/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View qwen2.5-coder:7b details | View Sage-A1.5-Q4_K_M-G… 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