Back to leaderboard

orca-mini:7b

llama · 7B · Q4_0

Marginal

Mar 1, 2026 · Apple M4

codellama:7b

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score
55 vs 63
Hardware Fit
98 vs 97
Quality Score
37 vs 49

Hardware

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

Performance

orca-mini:7b codellama:7b
Tokens/sec24.423.6
TTFT219 ms297 ms
Load time0.4 s0.9 s
Memory usage5.8 GB12.6 GB
Memory %18%39%

HW Fit Score Breakdown

orca-mini:7b

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

codellama:7b

Speed
37/40
TTFT
30/30
Memory
30/30

Quality

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

codellama:7b

Reasoning
6/20
Coding
7/20
Instruction
12/20
Structured
13/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong
View orca-mini:7b details | View codellama:7b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running