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codegemma:7b

gemma · 9B · Q4_0

Good

Mar 1, 2026 · Apple M4

nous-hermes2:latest

llama · 11B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score
65 vs 71
Hardware Fit
91 vs 87
Quality Score
48 vs 60

Hardware

codegemma:7b nous-hermes2:latest
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

codegemma:7b nous-hermes2:latest
Tokens/sec19.215.9
TTFT316 ms345 ms
Load time0.1 s0.4 s
Memory usage8.7 GB6.6 GB
Memory %27%21%

HW Fit Score Breakdown

codegemma:7b

Speed
31/40
TTFT
30/30
Memory
30/30

nous-hermes2:latest

Speed
27/40
TTFT
30/30
Memory
30/30

Quality

codegemma:7b

Reasoning
1/20
Coding
0/20
Instruction
13/20
Structured
15/15
Math
10/15
Multilingual
9/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

nous-hermes2:latest

Reasoning
11/20
Coding
9/20
Instruction
12/20
Structured
15/15
Math
4/15
Multilingual
9/10
Reasoning: Adequate Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
View codegemma:7b details | View nous-hermes2:latest details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running