Back to leaderboard

codegemma:7b

gemma · 9B · Q4_0

Good

Mar 1, 2026 · Apple M4

orca-mini:7b

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score
65 vs 61
Hardware Fit
91 vs 98
Quality Score
48 vs 37

Hardware

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

Performance

codegemma:7b orca-mini:7b
Tokens/sec19.224.4
TTFT316 ms219 ms
Load time0.1 s0.4 s
Memory usage8.7 GB5.8 GB
Memory %27%18%

HW Fit Score Breakdown

codegemma:7b

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

orca-mini:7b

Speed
38/40
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

orca-mini:7b

Reasoning
8/20
Coding
1/20
Instruction
8/20
Structured
10/15
Math
2/15
Multilingual
8/10
Reasoning: Weak Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Poor Multilingual: Strong
View codegemma:7b details | View orca-mini:7b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running