benchmark_20260308T145246.md 2.5 KB
Benchmark Results - 20260308T145246
Model Selection (6-slot / 2-socket)
| Slot | Socket | Role | Model | Composite Score |
|---|---|---|---|---|
| 1 | Node 1 (port 11434) | General (locked) | llama3.2:3b | 0.001 |
| 2 | Node 1 (port 11434) | General (locked) | mistral-nemo:latest | 0.0 |
| 5 | Node 1 (port 11434) | General (rotate) | mistral:latest | 0.0 |
| 3 | Node 0 (port 11435) | Coding (locked) | qwen2.5-coder:7b | 0.0 |
| 4 | Node 0 (port 11435) | Coding (locked) | qwen2.5-coder:7b | 0.0 |
| 6 | Node 0 (port 11435) | Coding (rotate) | none | N/A |
Detailed Metrics
mistral-nemo:latest
- Category: general
- Coding Quality: 0
- General Quality: 0
- Avg Tokens/sec: 0.0
- Latency (ms): 9999
- Coding Composite: 0.0
General Composite: 0.0
mistral:latest
Category: general
Coding Quality: 0
General Quality: 0
Avg Tokens/sec: 0.0
Latency (ms): 9999
Coding Composite: 0.0
General Composite: 0.0
llama3.1:8b
Category: general
Coding Quality: 0
General Quality: 0
Avg Tokens/sec: 0.0
Latency (ms): 9999
Coding Composite: 0.0
General Composite: 0.0
qwen2.5-coder:7b
Category: coding
Coding Quality: 0
General Quality: 0
Avg Tokens/sec: 0.0
Latency (ms): 9999
Coding Composite: 0.0
General Composite: 0.0
gemma3:12b-it-q4_K_M
Category: general
Coding Quality: 0
General Quality: 0
Avg Tokens/sec: 0.0
Latency (ms): 9999
Coding Composite: 0.0
General Composite: 0.0
llama3.2:3b
Category: general
Coding Quality: 0
General Quality: 0
Avg Tokens/sec: 0.1
Latency (ms): 109301.3
Coding Composite: 0.001
General Composite: 0.001
Scoring Formula
- Composite = quality * 0.45 + token_speed_normalized * 0.30 + latency_score * 0.25
- Speed normalized against 40 tok/sec ceiling (hardware-observed max)
- Coding quality (per-prompt): code_gen: has_def×0.20 + has_return×0.20 + has_docstring×0.15 + has_type_hint×0.15 + has_code_block×0.10 + has_assert×0.08 + has_test_def×0.07 + has_import×0.05 debug: has_def×0.30 + has_return×0.30 + has_code_block×0.25 + has_assert×0.15 refactor: has_def×0.25 + has_return×0.25 + has_code_block×0.20 + has_type_hint×0.15 + has_import×0.15
- Category: override dict → quality delta (coding_avg - general_avg >= 0.1) → name pattern (coder/codestral/codellama/starcoder) → general