Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.87 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 +0.10 Neutral 0.80 -0.10 Creative Freedom
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 +0.16 Mild positive 0.80 -0.16 Creative Freedom
openai/gpt-oss-120b:free lite ND ND — — — —
google/gemma-3-27b-it:free lite ND ND — — — —
qwen/qwen3-coder:free lite ND ND — — — —
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite openai/gpt-oss-120b:free lite google/gemma-3-27b-it:free lite qwen/qwen3-coder:free lite
Preamble ND ND ND ND ND ND ND
Article 1 ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND
ND Show HN: Writing App for Novelist (novelos.studio)
8 points by oknoorap 3 days ago | 4 comments on HN ~lite vlite-2.0
Summary ~lite
The NovelOS website presents a sales pitch for a writing software, promoting its features and limited-time offer.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 96 HN snapshots · 19 evals
+1 0 −1 HN
Audit Trail 39 entries
2026-03-05 06:46 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-05 06:46 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-05 06:40 eval_success PSQ evaluated: g-PSQ=0.538 (3 dims) - -
2026-03-05 06:40 eval Evaluated by llama-3.3-70b-wai-psq: +0.54 (Moderate positive)
2026-03-03 05:26 eval_success Lite evaluated: Neutral (0.07) - -
2026-03-03 05:26 eval Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
reasoning
Landing page for writing app
2026-03-03 05:26 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-03 05:21 eval_success Lite evaluated: Neutral (0.07) - -
2026-03-03 05:21 eval Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
reasoning
Landing page for writing app
2026-03-03 05:21 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-03 05:01 eval_success Lite evaluated: Mild positive (0.11) - -
2026-03-03 05:01 eval Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
reasoning
NovelOS website, no explicit rights discussion, embodies access to culture
2026-03-03 05:01 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 04:41 eval_success Lite evaluated: Neutral (0.07) - -
2026-03-03 04:41 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-03 04:41 eval Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
reasoning
Landing page for writing app
2026-03-03 04:30 eval_success Lite evaluated: Mild positive (0.11) - -
2026-03-03 04:30 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 04:30 eval Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
reasoning
NovelOS website, no explicit rights discussion, embodies access to culture
2026-03-03 04:09 eval_success Lite evaluated: Neutral (0.07) - -
2026-03-03 04:09 eval Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
reasoning
Landing page for writing app
2026-03-03 04:09 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-03 03:54 eval_success Lite evaluated: Mild positive (0.11) - -
2026-03-03 03:54 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 03:54 eval Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
reasoning
NovelOS website, no explicit rights discussion, embodies access to culture
2026-03-03 03:32 eval_success Lite evaluated: Neutral (0.07) - -
2026-03-03 03:32 eval Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
reasoning
Landing page for writing app
2026-03-03 03:32 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-03 03:14 eval_success Lite evaluated: Mild positive (0.11) - -
2026-03-03 03:14 eval Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
reasoning
NovelOS website, no explicit rights discussion, embodies access to culture
2026-03-03 03:14 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 03:09 eval Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
reasoning
NovelOS website, no explicit rights discussion, embodies access to culture
2026-03-03 02:58 eval Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
reasoning
Landing page for writing app
2026-03-03 02:29 eval Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
reasoning
NovelOS website, no explicit rights discussion, embodies access to culture
2026-03-03 02:24 eval Evaluated by llama-4-scout-wai: +0.11 (Mild positive) +0.11
reasoning
NovelOS website, no explicit rights discussion, embodies access to culture
2026-03-03 02:24 eval Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) +0.07
reasoning
Landing page for writing app
2026-03-02 21:26 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Landing page for writing app
2026-03-02 21:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
NovelOS website, no explicit rights discussion, embodies access to culture
2026-03-02 21:21 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Landing page for writing app