devstral-small-2-24b-instruct-2512
LM-STUDIO GGUFmistral3 · 24B · IQ4_XS
Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor
Ling-3.0-tiny-IQ4_XS:latest
OLLAMA GGUFbailingmoe3 · 7.9B · IQ4_XS
Aug 30, 2026 · Intel Core™ i7-7700HQ
Global Score
81 vs 87
Hardware Fit
80 vs 100
Quality Score
81 vs 82
Hardware
devstral-small-2-2… Ling-3.0-tiny-IQ4_…
MachineSystem manufacturerASUSTeK COMPUTER INC. GL702VMK
CPUAMD Ryzen 7 5800X 8-Core ProcessorIntel Core™ i7-7700HQ
Cores168
RAM31 GB16 GB
GPUNavi 44 [Radeon RX 9060 XT]NVIDIA GeForce GTX 1060
OSUbuntu 26.04.1 LTSMicrosoft Windows 11 Home 10.0.26200
Archx64x64
Power Modeperformancebalanced
Performance
devstral-small-2-2… Ling-3.0-tiny-IQ4_…
Tokens/sec21.524.7
First chunk12 ms283 ms
TTFT212 ms283 ms
Load timeN/A45.8 s
Memory usage15.9 GB4.3 GB
Memory %51%27%
HW Fit Score Breakdown
devstral-small-2-24b-in…
Speed
35/50
TTFT
20/20
Memory
25/30
Ling-3.0-tiny-IQ4_XS:la…
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
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
Ling-3.0-tiny-IQ4_XS:la…
Reasoning
17/20
Coding
18/20
Instruction
14/20
Structured
15/15
Math
9/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate 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