Ask HN: What Online LLM / Chat do you use?

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 openai/gpt-oss-120b:free lite ND google/gemma-3-27b-it:free lite ND qwen/qwen3-coder:free lite ND Compare

ND	Ask HN: What Online LLM / Chat do you use?
	12 points by ddxv 2 days ago \| 18 comments on HN ~lite vlite-2.0

Summary ~lite

Discussion on online LLMs/chat usage, no threats, open and inquiring tone.

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

Longitudinal 840 HN snapshots · 41 evals

Audit Trail 61 entries

2026-03-05 06:26	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-05 06:26	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-05 06:19	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-05 06:19	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-03 13:24	eval_success	Lite evaluated: Neutral (0.02)	- -
2026-03-03 13:24	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 13:24	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 13:19	eval_success	Lite evaluated: Neutral (0.02)	- -
2026-03-03 13:19	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 13:19	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 13:06	eval_success	Lite evaluated: Neutral (0.06)	- -
2026-03-03 13:06	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Community discussion on LLMs
2026-03-03 13:06	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 12:35	eval_success	Lite evaluated: Neutral (0.02)	- -
2026-03-03 12:35	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) -0.04
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 12:35	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 12:22	eval_success	Lite evaluated: Neutral (0.06)	- -
2026-03-03 12:22	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Community discussion on LLMs
2026-03-03 12:22	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 11:55	eval_success	Lite evaluated: Neutral (0.06)	- -
2026-03-03 11:55	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) +0.04
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 11:55	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 11:40	eval_success	Lite evaluated: Neutral (0.06)	- -
2026-03-03 11:40	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Community discussion on LLMs
2026-03-03 11:40	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 11:07	eval_success	Lite evaluated: Neutral (0.02)	- -
2026-03-03 11:07	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 11:07	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 10:56	eval_success	Lite evaluated: Neutral (0.06)	- -
2026-03-03 10:56	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Community discussion on LLMs
2026-03-03 10:56	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 10:21	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) -0.04
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 10:10	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Community discussion on LLMs
2026-03-03 09:31	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) +0.04
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 09:26	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 09:21	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Community discussion on LLMs
2026-03-03 09:15	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Community discussion on LLMs
2026-03-03 08:54	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 08:44	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Community discussion on LLMs
2026-03-03 08:12	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 08:06	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Community discussion on LLMs
2026-03-03 07:35	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) -0.04
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 07:21	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Community discussion on LLMs
2026-03-03 06:44	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 06:37	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 06:35	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Community discussion on LLMs
2026-03-03 06:04	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 06:03	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Community discussion on LLMs
2026-03-03 05:28	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Community discussion on LLMs
2026-03-03 05:27	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) +0.04
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 04:45	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Community discussion on LLMs
2026-03-03 04:44	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 04:17	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Community discussion on LLMs
2026-03-03 04:15	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) -0.04
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 04:12	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Community discussion on LLMs
2026-03-03 04:10	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) +0.04
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 03:34	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Community discussion on LLMs
2026-03-03 03:32	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 03:01	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Community discussion on LLMs
2026-03-03 02:56	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral)
	reasoning Discussion on LLM usage, no explicit rights discourse or UDHR alignment
2026-03-03 02:56	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral)
	reasoning Community discussion on LLMs

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