gemma4:12b-fast
OLLAMA GGUFgemma4 · 11.9B · Q4_K_M
Nov 13, 2026 · Intel Gen Intel® Core™ i7-12700
qwen3.8-27b-claude-opus-reasoning-distilled
LM-STUDIO GGUFqwen35 · 27B · Q4_K_M
Aug 20, 2026 · Apple M4 Max
Global Score
85 vs 80
Hardware Fit
80 vs 63
Quality Score
87 vs 87
Hardware
gemma4:12b-fast qwen3.8-27b-claude…
MachineASUSMacBook Pro
CPUIntel Gen Intel® Core™ i7-12700Apple M4 Max
Cores2016
RAM30 GB128 GB
GPUAlder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060Apple M4 Max
OSUbuntu 26.04.1 LTSmacOS 26.5.2
Archx64arm64
Power Modelow-powerbalanced
Performance
gemma4:12b-fast qwen3.8-27b-claude…
Tokens/sec75.924.0
First chunk169 ms20 ms
TTFT30.0 s4.5 s
Load time8.4 sN/A
Memory usage1.3 GB15.7 GB
Memory %5%12%
HW Fit Score Breakdown
gemma4:12b-fast
Speed
50/50
TTFT
0/20
Memory
30/30
qwen3.8-27b-claude-opus…
Speed
27/50
TTFT
6/20
Memory
30/30
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
qwen3.8-27b-claude-opus…
Reasoning
19/20
Coding
18/20
Instruction
11/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
Run yours and compare
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