Textadept

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-4-scout-17b-16e-instruct lite 0.00 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 @cf/qwen/qwen3-30b-a3b-fp8 lite ND @cf/qwen/qwen3-30b-a3b-fp8 lite ND google/gemma-3-27b-it:free lite ND qwen/qwen3-coder:free lite ND openai/gpt-oss-120b:free lite ND Compare

Model Comparison

Model	Editorial	Structural	Class	Conf	SETL	Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite	ND	ND	—	0.87	—	—
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	ND	ND	—	0.80	—	—
@cf/meta/llama-4-scout-17b-16e-instruct lite	0.00	ND	Neutral	1.00	0.00	None
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	0.00	ND	Neutral	0.80	0.00	Technology Access
@cf/qwen/qwen3-30b-a3b-fp8 lite	ND	ND	—	—	—	—
@cf/qwen/qwen3-30b-a3b-fp8 lite	ND	ND	—	—	—	—
google/gemma-3-27b-it:free lite	ND	ND	—	—	—	—
qwen/qwen3-coder:free lite	ND	ND	—	—	—	—
openai/gpt-oss-120b: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-4-scout-17b-16e-instruct lite	@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	@cf/qwen/qwen3-30b-a3b-fp8 lite	@cf/qwen/qwen3-30b-a3b-fp8 lite	google/gemma-3-27b-it:free lite	qwen/qwen3-coder:free lite	openai/gpt-oss-120b:free lite
Preamble	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 1	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 2	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 3	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 4	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 5	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 6	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 7	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 8	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 9	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 10	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 11	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 12	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 13	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 14	ND	ND	ND	ND	ND	ND	ND	ND	ND
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Article 24	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 25	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 26	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 27	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 28	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 29	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 30	ND	ND	ND	ND	ND	ND	ND	ND	ND

ND	Textadept (orbitalquark.github.io)
	182 points by giancarlostoro 9 days ago \| 43 comments on HN ~lite vlite-2.0

Summary ~lite

The content presents a neutral to positive tone, describing a text editor's features and usage.

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

Longitudinal 509 HN snapshots · 111 evals

Audit Trail 131 entries

2026-03-06 03:52	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-06 03:52	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 03:42	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-06 03:42	eval	Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 03:37	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-06 03:37	eval	Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) +0.14
2026-03-05 08:25	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-05 08:25	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-05 07:27	eval_success	PSQ evaluated: g-PSQ=0.464 (3 dims)	- -
2026-03-05 07:27	eval	Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive) -0.14
2026-03-05 04:53	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-05 04:53	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-05 04:38	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-05 04:38	eval	Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive)
2026-03-05 04:05	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 04:05	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 04:05	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-05 04:00	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 04:00	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-05 04:00	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 03:52	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 03:52	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software page
2026-03-05 03:52	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-05 03:14	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 03:14	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-05 03:14	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 03:08	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 03:08	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-05 03:08	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software page
2026-03-05 02:34	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 02:34	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-05 02:34	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 02:25	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 02:25	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software page
2026-03-05 02:21	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software page
2026-03-05 02:00	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-05 01:48	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software page
2026-03-05 01:16	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-05 01:06	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software page
2026-03-05 00:39	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-05 00:34	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-05 00:29	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software page
2026-03-04 23:51	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 23:51	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software page
2026-03-04 23:15	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software page
2026-03-04 23:14	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 22:31	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software page
2026-03-04 22:29	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 22:27	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software page
2026-03-04 21:52	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 21:51	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software page
2026-03-04 21:47	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software page
2026-03-04 21:15	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 21:08	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software page
2026-03-04 21:02	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software page
2026-03-04 20:34	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 20:26	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Text editor software page
2026-03-04 19:53	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.30
	reasoning Text editor software description, no human rights discussion
2026-03-04 19:45	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) +0.70
	reasoning Text editor software page
2026-03-04 19:05	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 18:51	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Text editor software page
2026-03-04 18:02	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 17:53	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Text editor software page
2026-03-04 16:32	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 16:29	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Text editor software page
2026-03-04 15:49	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 15:45	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Text editor software page
2026-03-04 15:12	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 15:10	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Text editor software page
2026-03-04 14:32	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 14:32	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Text editor software page
2026-03-04 13:52	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Text editor software page
2026-03-04 13:51	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 13:16	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Text editor software page
2026-03-04 13:15	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 13:10	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 12:40	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Text editor software page
2026-03-04 12:30	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 12:01	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Text editor software page
2026-03-04 11:55	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Text editor software page
2026-03-04 11:50	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 11:10	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Text editor software page
2026-03-04 11:05	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 10:30	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Text editor software page
2026-03-04 10:22	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 10:17	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 09:57	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Text editor software page
2026-03-04 09:52	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Text editor software page
2026-03-04 09:39	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 09:15	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Text editor software page
2026-03-04 09:03	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 08:31	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Text editor software page
2026-03-04 08:22	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 08:05	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Text editor software page
2026-03-04 08:00	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) -0.81
	reasoning Text editor software page
2026-03-04 07:54	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) -0.38
	reasoning Text editor software description, no human rights discussion
2026-03-04 07:22	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Text editor software page
2026-03-04 07:14	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 07:09	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 06:18	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Text editor software page
2026-03-04 06:00	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 05:44	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Text editor software page
2026-03-04 05:39	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Text editor software page
2026-03-04 05:17	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 04:51	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Text editor software page
2026-03-04 04:29	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 04:24	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 04:13	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Text editor software page
2026-03-04 03:51	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 03:45	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 03:42	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Text editor software page
2026-03-04 03:07	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Text editor software page
2026-03-04 03:07	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 02:24	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Text editor software page
2026-03-04 02:22	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 02:18	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Text editor software page
2026-03-04 01:48	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 01:46	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Text editor software page
2026-03-04 01:10	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 01:09	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Text editor software page
2026-03-04 00:31	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-04 00:30	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Text editor software page
2026-03-04 00:25	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Text editor software page
2026-03-03 23:50	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-03 23:45	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-03 23:45	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Text editor software page
2026-03-03 23:39	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Text editor software page
2026-03-03 23:07	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Text editor software description, no human rights discussion
2026-03-03 23:04	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Text editor software page
2026-03-03 22:38	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral)
	reasoning Text editor software description, no human rights discussion
2026-03-03 22:36	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive)
	reasoning Text editor software page

build 35d02a3+aiqm · deployed 2026-03-09 11:48 UTC · evaluated 2026-03-08 02:36:46 UTC