Wait what, you can't use a *code* editor when you're under 18 now?

Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology →

Model: @cf/meta/llama-4-scout-17b-16e-instruct lite ND @cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND @cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 @cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 openai/gpt-oss-120b:free lite ND google/gemma-3-27b-it:free lite ND qwen/qwen3-coder:free lite ND Compare

Model Comparison

Model	Editorial	Structural	Class	Conf	SETL	Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite	ND	ND	—	0.73	—	—
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	ND	ND	—	0.60	—	—
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	-0.04	-0.20	Mild negative	0.70	0.18	age restriction
@cf/meta/llama-4-scout-17b-16e-instruct lite	+0.10	-0.20	Mild negative	0.80	0.24	Digital Rights
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	Wait what, you can't use a code editor when you're under 18 now? (mastodon.online)
	76 points by pabs3 1 days ago \| 41 comments on HN ~lite vlite-2.0

Summary ~lite

The author questions a ToS change restricting code editor use for minors.

Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available

Longitudinal 138 HN snapshots · 50 evals

Audit Trail 70 entries

2026-03-05 05:45	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-05 05:45	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-05 05:40	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-05 05:40	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-05 05:28	eval_success	PSQ evaluated: g-PSQ=0.267 (3 dims)	- -
2026-03-05 05:28	eval	Evaluated by llama-3.3-70b-wai-psq: +0.27 (Mild positive)
2026-03-04 18:41	eval_success	Lite evaluated: Mild negative (-0.14)	- -
2026-03-04 18:41	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 17:41	eval_success	Lite evaluated: Mild negative (-0.11)	- -
2026-03-04 17:41	eval	Evaluated by llama-4-scout-wai: -0.11 (Mild negative) 0.00
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 17:19	eval_success	Lite evaluated: Mild negative (-0.14)	- -
2026-03-04 17:19	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 13:23	eval_success	Lite evaluated: Mild negative (-0.14)	- -
2026-03-04 13:23	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 13:08	eval_success	Lite evaluated: Mild negative (-0.11)	- -
2026-03-04 13:08	eval	Evaluated by llama-4-scout-wai: -0.11 (Mild negative) 0.00
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 12:48	eval_success	Lite evaluated: Mild negative (-0.14)	- -
2026-03-04 12:48	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 12:26	eval_success	Lite evaluated: Mild negative (-0.11)	- -
2026-03-04 12:26	eval	Evaluated by llama-4-scout-wai: -0.11 (Mild negative) 0.00
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 12:21	eval_success	Lite evaluated: Mild negative (-0.11)	- -
2026-03-04 12:21	eval	Evaluated by llama-4-scout-wai: -0.11 (Mild negative) 0.00
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 12:06	eval_success	Lite evaluated: Mild negative (-0.14)	- -
2026-03-04 12:06	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 11:42	eval_success	Lite evaluated: Mild negative (-0.11)	- -
2026-03-04 11:42	eval	Evaluated by llama-4-scout-wai: -0.11 (Mild negative) 0.00
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 11:22	eval_success	Lite evaluated: Mild negative (-0.14)	- -
2026-03-04 11:22	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 10:56	eval_success	Lite evaluated: Mild negative (-0.11)	- -
2026-03-04 10:56	eval	Evaluated by llama-4-scout-wai: -0.11 (Mild negative) 0.00
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 10:51	eval_success	Lite evaluated: Mild negative (-0.11)	- -
2026-03-04 10:51	eval	Evaluated by llama-4-scout-wai: -0.11 (Mild negative) 0.00
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 10:36	eval_success	Lite evaluated: Mild negative (-0.14)	- -
2026-03-04 10:36	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 10:13	eval_success	Lite evaluated: Mild negative (-0.11)	- -
2026-03-04 10:13	eval	Evaluated by llama-4-scout-wai: -0.11 (Mild negative) 0.00
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 10:05	eval_success	Lite evaluated: Mild negative (-0.14)	- -
2026-03-04 10:05	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 10:00	eval_success	Lite evaluated: Mild negative (-0.14)	- -
2026-03-04 10:00	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 09:34	eval	Evaluated by llama-4-scout-wai: -0.11 (Mild negative) 0.00
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 09:19	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 09:14	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 08:56	eval	Evaluated by llama-4-scout-wai: -0.11 (Mild negative) 0.00
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 08:30	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 08:25	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 08:18	eval	Evaluated by llama-4-scout-wai: -0.11 (Mild negative) 0.00
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 07:57	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) -0.21
	reasoning Mastodon post on age restriction
2026-03-04 07:50	eval	Evaluated by llama-4-scout-wai: -0.11 (Mild negative) -0.44
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 07:18	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 07:09	eval	Evaluated by llama-4-scout-wai: +0.33 (Moderate positive) 0.00
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 06:09	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 06:04	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 06:00	eval	Evaluated by llama-4-scout-wai: +0.33 (Moderate positive) +0.21
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 05:22	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 05:17	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) -0.21
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 04:35	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 04:30	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 04:30	eval	Evaluated by llama-4-scout-wai: +0.33 (Moderate positive) 0.00
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 03:59	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 03:59	eval	Evaluated by llama-4-scout-wai: +0.33 (Moderate positive) 0.00
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 03:22	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 03:19	eval	Evaluated by llama-4-scout-wai: +0.33 (Moderate positive) +0.21
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 03:17	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 03:14	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) -0.21
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 02:36	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 02:35	eval	Evaluated by llama-4-scout-wai: +0.33 (Moderate positive) +0.21
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 02:02	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Mastodon post on age restriction
2026-03-04 02:00	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive)
	reasoning Mastodon post discussing a potential age restriction on code editors
2026-03-04 01:57	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral)
	reasoning Mastodon post on age restriction

build 1d257ec+9b5t · deployed 2026-03-05 21:00 UTC · evaluated 2026-03-03 07:16:53 UTC