prism-ml/bonsai-27b
LM-STUDIO GGUFqwen35 · 27B · Q1_0
Sep 20, 2026 · AMD Ryzen 9 8940HX
devstral-small-2-24b-instruct-2512
LM-STUDIO GGUFmistral3 · 24B · IQ4_XS
Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor
Global Score
81 vs 81
Hardware Fit
95 vs 80
Quality Score
75 vs 81
Hardware
prism-ml/bonsai-27b devstral-small-2-2…
MachineASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PHSystem manufacturer
CPUAMD Ryzen 9 8940HXAMD Ryzen 7 5800X 8-Core Processor
Cores3216
RAM15 GB31 GB
GPUNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610MNavi 44 [Radeon RX 9060 XT]
OSMicrosoft Windows 11 Home Single Language 10.0.26200Ubuntu 26.04.1 LTS
Archx64x64
Power Modebalancedperformance
Performance
prism-ml/bonsai-27b devstral-small-2-2…
Tokens/sec33.621.5
First chunk20 ms12 ms
TTFT409 ms212 ms
Load timeN/AN/A
Memory usage5.3 GB15.9 GB
Memory %35%51%
HW Fit Score Breakdown
prism-ml/bonsai-27b
Speed
46/50
TTFT
20/20
Memory
29/30
devstral-small-2-24b-in…
Speed
35/50
TTFT
20/20
Memory
25/30
Quality
prism-ml/bonsai-27b
Reasoning
17/20
Coding
13/20
Instruction
13/20
Structured
15/15
Math
8/15
Multilingual
9/10
Reasoning: Strong Coding: Adequate 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
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