qwen2.5-coder:7b
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K
gptoss · 20.9B · MXFP4
OLLAMA GGUFgptoss · 20.9 · MXFP4
Jul 9, 2026 · Intel Core™ i5-10400
Global Score
68 vs 84
Hardware Fit
59 vs 69
Quality Score
72 vs 91
Hardware
qwen2.5-coder:7b gptoss · 20.9B · M…
MachineASUSMac Pro
CPUIntel Gen Intel® Core™ i7-13700KIntel Core™ i5-10400
Cores2412
RAM64 GB32 GB
GPUNVIDIA GeForce RTX 3070AMD Radeon RX 6700 XT
OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.5.1
Archx64x64
Power Modeunknownbalanced
Performance
qwen2.5-coder:7b gptoss · 20.9B · M…
Tokens/sec34.417.5
First chunk1991 ms643 ms
TTFT2.0 s7.7 s
Load time40.6 s0.0 s
Memory usage5.0 GB0.8 GB
Memory %8%3%
HW Fit Score Breakdown
qwen2.5-coder:7b
Speed
38/50
TTFT
12/20
Memory
9/30
gptoss · 20.9B · MXFP4
Speed
34/50
TTFT
5/20
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
gptoss · 20.9B · MXFP4
Reasoning
19/20
Coding
19/20
Instruction
13/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest