Back to leaderboard

starling-lm:7b

llama · 7B · Q4_0

Good

Mar 2, 2026 · Apple M4

solar:10.7b

llama · 11B · Q4_0

Good

Mar 2, 2026 · Apple M4

Global Score
68 vs 66
Hardware Fit
97 vs 87
Quality Score
49 vs 52

Hardware

starling-lm:7b solar:10.7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

starling-lm:7b solar:10.7b
Tokens/sec23.715.8
TTFT234 ms353 ms
Load time0.4 s0.4 s
Memory usage5.3 GB6.6 GB
Memory %17%21%

HW Fit Score Breakdown

starling-lm:7b

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

solar:10.7b

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

Quality

starling-lm:7b

Reasoning
11/20
Coding
13/20
Instruction
6/20
Structured
3/15
Math
8/15
Multilingual
8/10
Reasoning: Adequate Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Adequate Multilingual: Strong

solar:10.7b

Reasoning
8/20
Coding
8/20
Instruction
11/20
Structured
14/15
Math
4/15
Multilingual
7/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Adequate
View starling-lm:7b details | View solar:10.7b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running