deepseek-coder-v2:16b
OLLAMA GGUFdeepseek2 · 15.7B · Q4_0
Jun 26, 2026 · Cortex-X925
qwen3.6:35b-a3b-coding-nvfp4
OLLAMA GGUFnvfp4
May 25, 2026 · Apple M4 Pro
Global Score
82 vs 76
Hardware Fit
100 vs 77
Quality Score
74 vs 76
Hardware
deepseek-coder-v2:… qwen3.6:35b-a3b-co…
MachineNVIDIA NVIDIA_DGX_SparkMacBook Pro
CPUCortex-X925Apple M4 Pro
Cores2014
RAM122 GB48 GB
GPUDevice 2e12Apple M4 Pro
OSUbuntu 24.04.4 LTSmacOS 26.4.1
Archarm64arm64
Power Modeperformancebalanced
Performance
deepseek-coder-v2:… qwen3.6:35b-a3b-co…
Tokens/sec117.272.7
First chunk275 ms147 ms
TTFT275 ms30.0 s
Load time8.9 s5.7 s
Memory usage17.9 GB19.6 GB
Memory %15%41%
HW Fit Score Breakdown
deepseek-coder-v2:16b
Speed
50/50
TTFT
20/20
Memory
30/30
qwen3.6:35b-a3b-coding-…
Speed
50/50
TTFT
0/20
Memory
27/30
Quality
deepseek-coder-v2:16b
Reasoning
8/20
Coding
19/20
Instruction
13/20
Structured
12/15
Math
14/15
Multilingual
8/10
Reasoning: Weak Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
qwen3.6:35b-a3b-coding-…
Reasoning
19/20
Coding
9/20
Instruction
13/20
Structured
12/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
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