qwen2.5-coder:7b
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K
devstral-small-2-24b-instruct-2512
LM-STUDIO GGUFmistral3 · 24B · IQ4_XS
Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor
Global Score
68 vs 81
Hardware Fit
59 vs 80
Quality Score
72 vs 81
Hardware
qwen2.5-coder:7b devstral-small-2-2…
MachineASUSSystem manufacturer
CPUIntel Gen Intel® Core™ i7-13700KAMD Ryzen 7 5800X 8-Core Processor
Cores2416
RAM64 GB31 GB
GPUNVIDIA GeForce RTX 3070Navi 44 [Radeon RX 9060 XT]
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 26.04.1 LTS
Archx64x64
Power Modeunknownperformance
Performance
qwen2.5-coder:7b devstral-small-2-2…
Tokens/sec34.421.5
First chunk1991 ms12 ms
TTFT2.0 s212 ms
Load time40.6 sN/A
Memory usage5.0 GB15.9 GB
Memory %8%51%
HW Fit Score Breakdown
qwen2.5-coder:7b
Speed
38/50
TTFT
12/20
Memory
9/30
devstral-small-2-24b-in…
Speed
35/50
TTFT
20/20
Memory
25/30
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
devstral-small-2-24b-in…
Reasoning
16/20
Coding
17/20
Instruction
17/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak 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