Lenovo's New ThinkPads Score 10/10 for Repairability

Beta 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 0.00 @cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 Compare

ND	Lenovo's New ThinkPads Score 10/10 for Repairability (www.ifixit.com)
	492 points by wrxd 1 days ago \| 237 comments on HN ~lite vlite-2.0

Summary ~lite

Lenovo's new ThinkPads score 10/10 for repairability according to iFixit.

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

Longitudinal 704 HN snapshots · 73 evals

Audit Trail 93 entries

2026-03-05 05:40	eval_success	PSQ evaluated: g-PSQ=-0.040 (3 dims)	- -
2026-03-05 05:40	eval	Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral)
2026-03-05 05:30	eval_success	PSQ evaluated: g-PSQ=-0.122 (3 dims)	- -
2026-03-05 05:30	eval	Evaluated by llama-3.3-70b-wai-psq: -0.12 (Mild negative)
2026-03-04 20:50	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 20:50	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 20:50	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) +0.04
	reasoning Product news, neutral rights stance
2026-03-04 20:40	eval_success	Lite evaluated: Mild negative (-0.16)	- -
2026-03-04 20:40	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) +0.18
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 20:34	eval_success	Lite evaluated: Moderate negative (-0.34)	- -
2026-03-04 20:34	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) -0.18
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 20:15	eval_success	Lite evaluated: Neutral (-0.04)	- -
2026-03-04 20:15	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) +0.46
	reasoning Product news, neutral rights stance
2026-03-04 19:53	eval_success	Lite evaluated: Mild negative (-0.16)	- -
2026-03-04 19:53	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) +0.18
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 19:18	eval_success	Lite evaluated: Moderate negative (-0.50)	- -
2026-03-04 19:18	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 19:18	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 19:05	eval_success	Lite evaluated: Moderate negative (-0.34)	- -
2026-03-04 19:05	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) -0.18
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 18:16	eval_success	Lite evaluated: Moderate negative (-0.50)	- -
2026-03-04 18:16	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 18:16	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 18:11	eval_success	Lite evaluated: Moderate negative (-0.50)	- -
2026-03-04 18:11	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 18:11	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) +0.02
	reasoning Product news, neutral rights stance
2026-03-04 18:02	eval_success	Lite evaluated: Mild negative (-0.16)	- -
2026-03-04 18:02	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) +0.18
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 17:57	eval_success	Lite evaluated: Moderate negative (-0.34)	- -
2026-03-04 17:57	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 16:42	eval_success	Lite evaluated: Moderate negative (-0.52)	- -
2026-03-04 16:42	eval	Evaluated by llama-3.3-70b-wai: -0.52 (Moderate negative) -0.02
	reasoning Product news, neutral rights stance
2026-03-04 16:28	eval_success	Lite evaluated: Moderate negative (-0.34)	- -
2026-03-04 16:28	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 16:23	eval_success	Lite evaluated: Moderate negative (-0.34)	- -
2026-03-04 16:23	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 16:14	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 16:03	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 15:34	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 15:22	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 14:56	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) -0.18
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 14:43	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 14:16	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) +0.18
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 14:05	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 14:00	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 13:34	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 13:22	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 13:00	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 12:54	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) -0.18
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 12:48	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 12:12	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) +0.18
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 12:07	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 11:33	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 11:25	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 10:47	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 10:40	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 10:35	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 10:09	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) -0.18
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 10:04	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 09:26	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) +0.18
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 09:21	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 08:49	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 08:44	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 08:12	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 08:10	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 07:40	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) -0.64
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 07:37	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) -0.60
	reasoning Product news, neutral rights stance
2026-03-04 07:04	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 07:02	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 05:53	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 05:51	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 05:11	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 05:10	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 04:28	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 04:27	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 03:58	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) +0.02
	reasoning Product news, neutral rights stance
2026-03-04 03:54	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 03:19	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) -0.02
	reasoning Product news, neutral rights stance
2026-03-04 03:15	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 03:14	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 02:37	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 02:34	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 02:32	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 01:58	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 01:57	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 01:53	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 01:18	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 01:15	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 01:13	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 01:10	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 00:35	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Product news, neutral rights stance
2026-03-04 00:31	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive)
	reasoning Content discusses repairability of Lenovo ThinkPads, tangentially related to human rights
2026-03-04 00:30	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive)
	reasoning Product news, neutral rights stance

build bafb32b+r7v5 · deployed 2026-03-05 04:26 UTC · evaluated 2026-03-03 07:16:53 UTC