hf.co/ornith-ai/Ornith-1.0-9B-GGUF:Q8_0
OLLAMA GGUFqwen35 · 8.95B · unknown
Aug 23, 2026 · Apple M1 Pro
codegemma:7b
OLLAMA GGUFgemma · 9B · Q4_0
Mar 1, 2026 · Apple M4
Global Score
57 vs 71
Hardware Fit
81 vs 91
Quality Score
46 vs 62
Hardware
hf.co/ornith-ai/Or… codegemma:7b
MachineMacBook ProMacBook Air
CPUApple M1 ProApple M4
Cores1010
RAM16 GB32 GB
GPUApple M1 ProApple M4
OSmacOS 26.6.2macOS 26.3
Archarm64arm64
Power Modebalancedbalanced
Performance
hf.co/ornith-ai/Or… codegemma:7b
Tokens/sec18.618.7
First chunk303 msN/A
TTFT303 ms320 ms
Load time4.6 s0.8 s
Memory usage10.1 GB8.7 GB
Memory %63%27%
HW Fit Score Breakdown
hf.co/ornith-ai/Ornith-…
Speed
42/50
TTFT
20/20
Memory
19/30
codegemma:7b
Speed
31/50
TTFT
30/20
Memory
30/30
Quality
hf.co/ornith-ai/Ornith-…
Reasoning
14/20
Coding
13/20
Instruction
5/20
Structured
1/15
Math
13/15
Multilingual
0/10
Reasoning: Adequate Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Poor
codegemma:7b
Reasoning
1/20
Coding
14/20
Instruction
13/20
Structured
15/15
Math
10/15
Multilingual
9/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
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