starcoder2:7b
OLLAMA GGUFstarcoder2 · 7B · Q4_0
Mar 2, 2026 · Apple M4
opencoder-1.5b-instruct
LM-STUDIO GGUFllama · 1.5B · Q4_K_M
Mar 8, 2026 · Intel Core™ i5-5300U
Global Score
35 vs 44
Hardware Fit
97 vs 52
Quality Score
8 vs 40
Hardware
starcoder2:7b opencoder-1.5b-ins…
MachineMacBook AirLENOVO 20BUS00700
CPUApple M4Intel Core™ i5-5300U
Cores104
RAM32 GB16 GB
GPUApple M4Intel(R) HD Graphics 5500
OSmacOS 26.3Microsoft Windows 10 Professionnel 10.0.19045
Archarm64x64
Power Modebalancedbalanced
Performance
starcoder2:7b opencoder-1.5b-ins…
Tokens/sec23.84.8
First chunkN/A4870 ms
TTFT251 ms4.9 s
Load time0.4 sN/A
Memory usage6.3 GB1.3 GB
Memory %20%8%
HW Fit Score Breakdown
starcoder2:7b
Speed
37/50
TTFT
30/20
Memory
30/30
opencoder-1.5b-instruct
Speed
18/50
TTFT
11/20
Memory
23/30
Quality
starcoder2:7b
Reasoning
0/20
Coding
1/20
Instruction
4/20
Structured
2/15
Math
0/15
Multilingual
1/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor
opencoder-1.5b-instruct
Reasoning
3/20
Coding
15/20
Instruction
7/20
Structured
9/15
Math
1/15
Multilingual
5/10
Reasoning: Poor Coding: Adequate Instruction Following: Weak Structured Output: Adequate Math: Poor Multilingual: Weak
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest