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ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor

lfm2.5-1.2b-instruct-mlx

LM-STUDIO MLX

lfm2 · 1.2B · 8bit

Good

Mar 4, 2026 · Apple M4

Global Score
66 vs 68
Hardware Fit
51 vs 100
Quality Score
73 vs 54

Hardware

ornith-1.5-9b_hybr… lfm2.5-1.2b-instru…
MachineMicro-Star International Co., Ltd. MS-7C37MacBook Air
CPUAMD Ryzen 9 3900X 12-Core ProcessorApple M4
Cores2410
RAM128 GB32 GB
GPUIntel(R) Arc(TM) Pro B70 GraphicsApple M4
OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.3
Archx64arm64
Power Modebalancedbalanced

Performance

ornith-1.5-9b_hybr… lfm2.5-1.2b-instru…
Tokens/sec5.477.3
First chunk39 ms177 ms
TTFT940 ms177 ms
Load timeN/AN/A
Memory usage10.7 GB1.2 GB
Memory %8%4%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed
5/50
TTFT
16/20
Memory
30/30

lfm2.5-1.2b-instruct-mlx

Speed
50/50
TTFT
20/20
Memory
30/30

Quality

ornith-1.5-9b_hybrid-im…

Reasoning
14/20
Coding
14/20
Instruction
11/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

lfm2.5-1.2b-instruct-mlx

Reasoning
10/20
Coding
7/20
Instruction
16/20
Structured
12/15
Math
1/15
Multilingual
8/10
Reasoning: Weak Coding: Weak Instruction Following: Strong Structured Output: Strong Math: Poor Multilingual: Strong
View ornith-1.5-9b_hybr… details | View lfm2.5-1.2b-instru… 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