qwen3:8b
OLLAMA GGUFqwen3 · 8.2B · Q4_K_M
Oct 31, 2026 · Intel Gen Intel® Core™ i9-12900H
mistralai/devstral-small-2-2512
LM-STUDIO MLXmistral3 · 24B · 4bit
Oct 20, 2026 · Apple M1 Pro
Global Score
83 vs 73
Hardware Fit
100 vs 64
Quality Score
75 vs 77
Hardware
qwen3:8b mistralai/devstral…
MachineMicro-Star International Co., Ltd. Stealth GS77 12UHMacBook Pro
CPUIntel Gen Intel® Core™ i9-12900HApple M1 Pro
Cores2010
RAM32 GB32 GB
GPUIntel(R) Iris(R) Xe Graphics, NVIDIA GeForce RTX 3080 Laptop GPUApple M1 Pro
OSMicrosoft Windows 11 Home 10.0.26200macOS 15.6.1
Archx64arm64
Power Modebalancedbalanced
Performance
qwen3:8b mistralai/devstral…
Tokens/sec54.011.9
First chunk68 ms7 ms
TTFT68 ms1.1 s
Load time6.1 sN/A
Memory usage5.8 GB19.7 GB
Memory %18%62%
HW Fit Score Breakdown
qwen3:8b
Speed
50/50
TTFT
20/20
Memory
30/30
mistralai/devstral-smal…
Speed
25/50
TTFT
20/20
Memory
19/30
Quality
qwen3:8b
Reasoning
15/20
Coding
15/20
Instruction
15/20
Structured
14/15
Math
6/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong
mistralai/devstral-smal…
Reasoning
17/20
Coding
16/20
Instruction
13/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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