Back to leaderboard

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

amd-olmo-1b-sft

LM-STUDIO GGUF

olmo · 1B · Q4_K_M

Marginal

Mar 8, 2026 · Intel Core™ i5-5300U

Global Score
68 vs 44
Hardware Fit
59 vs 75
Quality Score
72 vs 30

Hardware

qwen2.5-coder:7b amd-olmo-1b-sft
MachineASUSLENOVO 20BUS00700
CPUIntel Gen Intel® Core™ i7-13700KIntel Core™ i5-5300U
Cores244
RAM64 GB16 GB
GPUNVIDIA GeForce RTX 3070Intel(R) HD Graphics 5500
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 10 Professionnel 10.0.19045
Archx64x64
Power Modeunknownbalanced

Performance

qwen2.5-coder:7b amd-olmo-1b-sft
Tokens/sec34.49.2
First chunk1991 ms2093 ms
TTFT2.0 s2.1 s
Load time40.6 sN/A
Memory usage5.0 GB0.7 GB
Memory %8%4%

HW Fit Score Breakdown

qwen2.5-coder:7b

Speed
38/50
TTFT
12/20
Memory
9/30

amd-olmo-1b-sft

Speed
30/50
TTFT
19/20
Memory
26/30

Quality

qwen2.5-coder:7b

Reasoning
11/20
Coding
18/20
Instruction
12/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

amd-olmo-1b-sft

Reasoning
4/20
Coding
2/20
Instruction
11/20
Structured
9/15
Math
2/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Poor

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