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qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

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

qwen3-coder-next:latest

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Excellent

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score
68 vs 82
Hardware Fit
59 vs 71
Quality Score
72 vs 87

Hardware

qwen2.5-coder:7b qwen3-coder-next:l…
MachineASUSAZW GTR Pro
CPUIntel Gen Intel® Core™ i7-13700KAMD RYZEN AI MAX+ 395
Cores2432
RAM64 GB125 GB
GPUNVIDIA GeForce RTX 3070AMD Radeon 8060S
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modeunknownperformance

Performance

qwen2.5-coder:7b qwen3-coder-next:l…
Tokens/sec34.434.5
First chunk1991 ms262 ms
TTFT2.0 s262 ms
Load time40.6 s16.4 s
Memory usage5.0 GB56.8 GB
Memory %8%46%

HW Fit Score Breakdown

qwen2.5-coder:7b

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

qwen3-coder-next:latest

Speed
34/50
TTFT
20/20
Memory
17/30

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-coder-next:latest

Reasoning
18/20
Coding
18/20
Instruction
13/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
View qwen2.5-coder:7b details | View qwen3-coder-next:l… 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