| |
Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology → |
|
| Summary ~lite Helicone launches as open-source logging for OpenAI applications.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
| |
Longitudinal
· 5 evals | |
Audit Trail
13 entries | 2026-03-05 15:07 | eval_success | PSQ evaluated: g-PSQ=0.120 (3 dims) | - - | | 2026-03-05 15:07 |
eval
|
Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) | | | 2026-03-05 14:56 | eval_success | PSQ evaluated: g-PSQ=0.464 (3 dims) | - - | | 2026-03-05 14:56 |
eval
|
Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive) | | | 2026-02-28 10:35 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-02-28 10:35 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 0W 1R | - - | | 2026-02-28 10:35 |
eval
|
Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00 | | | reasoning ED neutral tech product launch | | 2026-02-28 10:30 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-02-28 10:30 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 0W 1R | - - | | 2026-02-28 10:30 |
eval
|
Evaluated by llama-4-scout-wai: 0.00 (Neutral) | | | reasoning ED neutral tech product launch | | 2026-02-28 10:24 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 0W 1R | - - | | 2026-02-28 10:24 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-02-28 10:24 |
eval
|
Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) | | | reasoning Tech product launch neutral | | |
| |