deepseek-coder-1.3b-instruct

LM-STUDIO GGUF

llama · 1.3B · Q8_0

Not Rec.

Mar 6, 2026 · Intel Core™ i5-5300U

cogito:8b

OLLAMA GGUF

llama · 8.0B · Q4_K_M

Good

Mar 6, 2026 · Apple M4

Global Score

30 vs 77

Hardware Fit

66 vs 92

Quality Score

14 vs 70

Hardware

deepseek-coder-1.3… cogito:8b

MachineLENOVO 20BUS00700MacBook Air

CPUIntel Core™ i5-5300UApple M4

Cores410

RAM16 GB32 GB

GPUIntel(R) HD Graphics 5500Apple M4

OSMicrosoft Windows 10 Professionnel 10.0.19045macOS 26.3

Archx64arm64

Power Modebalancedbalanced

Performance

deepseek-coder-1.3… cogito:8b

Tokens/sec7.121.0

First chunk3448 ms312 ms

TTFT3.4 s312 ms

Load timeN/A0.8 s

Memory usage1.3 GB10.4 GB

Memory %9%33%

HW Fit Score Breakdown

deepseek-coder-1.3b-ins…

Speed

24/50

TTFT

15/20

Memory

27/30

cogito:8b

Speed

42/50

TTFT

20/20

Memory

30/30

Quality

deepseek-coder-1.3b-ins…

Reasoning

0/20

Coding

3/20

Instruction

3/20

Structured

6/15

Math

0/15

Multilingual

2/10

Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Weak Math: Poor Multilingual: Poor

cogito:8b

Reasoning

14/20

Coding

13/20

Instruction

13/20

Structured

15/15

Math

5/15

Multilingual

10/10

Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

View deepseek-coder-1.3… details | View cogito:8b details

Run yours and compare

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest