gemma4:12b-fast
OLLAMA GGUFgemma4 · 11.9B · Q4_K_M
Nov 13, 2026 · Intel Gen Intel® Core™ i7-12700
devstral-small-2-24b-instruct-2512
LM-STUDIO GGUFmistral3 · 24B · IQ4_XS
Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor
Global Score
85 vs 81
Hardware Fit
80 vs 80
Quality Score
87 vs 81
Hardware
gemma4:12b-fast devstral-small-2-2…
MachineASUSSystem manufacturer
CPUIntel Gen Intel® Core™ i7-12700AMD Ryzen 7 5800X 8-Core Processor
Cores2016
RAM30 GB31 GB
GPUAlder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060Navi 44 [Radeon RX 9060 XT]
OSUbuntu 26.04.1 LTSUbuntu 26.04.1 LTS
Archx64x64
Power Modelow-powerperformance
Performance
gemma4:12b-fast devstral-small-2-2…
Tokens/sec75.921.5
First chunk169 ms12 ms
TTFT30.0 s212 ms
Load time8.4 sN/A
Memory usage1.3 GB15.9 GB
Memory %5%51%
HW Fit Score Breakdown
gemma4:12b-fast
Speed
50/50
TTFT
0/20
Memory
30/30
devstral-small-2-24b-in…
Speed
35/50
TTFT
20/20
Memory
25/30
Quality
gemma4:12b-fast
Reasoning
18/20
Coding
14/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Strong 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
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