Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Tech design
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 ND Mild positive 0.80 0.00 User Experience
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
0.00 The Most-Seen UI on the Internet? Redesigning Turnstile and Challenge Pages (blog.cloudflare.com)
51 points by corvad 9 hours ago | 54 comments on HN | Neutral ~lite vlight-1.4
Summary ~lite Tech design Neutral
Redesigning UI
EQ 0.50
SO 0.50
TD 0.50
Light evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Audit Trail 42 entries
2026-02-28 06:58 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:58 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 06:58 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:17 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-28 06:17 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
2026-02-28 06:17 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 05:47 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-28 05:47 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 05:47 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) -0.60
2026-02-28 05:45 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 05:45 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 05:45 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 05:40 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 05:40 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 05:40 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 05:34 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 05:34 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 05:34 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 04:58 eval_success Light evaluated: Strong positive (0.70) - -
2026-02-28 04:58 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
2026-02-28 04:28 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:28 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 04:09 eval_success Light evaluated: Strong positive (0.70) - -
2026-02-28 04:09 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) +0.20
2026-02-28 04:04 eval_success Light evaluated: Moderate positive (0.50) - -
2026-02-28 04:04 eval Evaluated by llama-4-scout-wai: +0.50 (Moderate positive) -0.20
2026-02-28 03:01 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-02-28 02:39 eval_success Light evaluated: Strong positive (0.70) - -
2026-02-28 02:39 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
2026-02-28 02:24 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 02:24 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 02:18 eval_success Light evaluated: Strong positive (0.70) - -
2026-02-28 02:18 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) +0.20
2026-02-28 02:11 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 01:36 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 01:36 eval Evaluated by llama-4-scout-wai: +0.50 (Moderate positive) 0.00
2026-02-28 01:25 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 01:21 eval Evaluated by llama-4-scout-wai: +0.50 (Moderate positive) -0.20
2026-02-28 01:20 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
2026-02-28 01:05 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
2026-02-28 01:03 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
2026-02-28 00:55 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive)