Back to leaderboard

codegemma:7b

gemma · 9B · Q4_0

Good

Mar 1, 2026 · Apple M4

falcon:7b

falcon · 7B · Q4_0

Marginal

Mar 2, 2026 · Apple M4

Global Score
74 vs 47
Hardware Fit
91 vs 98
Quality Score
62 vs 13

Hardware

codegemma:7b falcon: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 falcon:7b
Tokens/sec18.724.3
TTFT320 ms256 ms
Load time0.8 s0.4 s
Memory usage8.7 GB4.0 GB
Memory %27%12%

HW Fit Score Breakdown

codegemma:7b

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

falcon:7b

Speed
38/40
TTFT
30/30
Memory
30/30

Quality

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

falcon:7b

Reasoning
0/20
Coding
0/20
Instruction
7/20
Structured
1/15
Math
1/15
Multilingual
4/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Poor Multilingual: Weak
View codegemma:7b details | View falcon:7b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running