Show HN: Hacker Smacker – spot great (and terrible) HN commenters at a glance — HRCB

Model: deepseek/deepseek-v3.2-20251201 +0.12 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 meta-llama/llama-3.3-70b-instruct:free ND nvidia/nemotron-3-nano-30b-a3b:free ND Compare

Model Comparison 100% sign agreement

Model	Editorial	Structural	Class	Conf	SETL	Theme
deepseek/deepseek-v3.2-20251201	+0.12	+0.07	Mild positive	0.08	0.09	Free Expression & Association
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	0.00	ND	Neutral	0.90	0.00	Tech innovation
@cf/meta/llama-4-scout-17b-16e-instruct lite	0.00	ND	Neutral	1.00	0.00	Technology
meta-llama/llama-3.3-70b-instruct:free	ND	ND	—	—	—	—
nvidia/nemotron-3-nano-30b-a3b:free	ND	ND	—	—	—	—

Section	deepseek/deepseek-v3.2-20251201	@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	@cf/meta/llama-4-scout-17b-16e-instruct lite	meta-llama/llama-3.3-70b-instruct:free	nvidia/nemotron-3-nano-30b-a3b:free
Preamble	0.13	ND	ND	ND	ND
Article 1	ND	ND	ND	ND	ND
Article 2	ND	ND	ND	ND	ND
Article 3	ND	ND	ND	ND	ND
Article 4	ND	ND	ND	ND	ND
Article 5	ND	ND	ND	ND	ND
Article 6	ND	ND	ND	ND	ND
Article 7	ND	ND	ND	ND	ND
Article 8	ND	ND	ND	ND	ND
Article 9	ND	ND	ND	ND	ND
Article 10	ND	ND	ND	ND	ND
Article 11	ND	ND	ND	ND	ND
Article 12	-0.21	ND	-0.18	ND	ND
Article 13	ND	ND	ND	ND	ND
Article 14	ND	ND	ND	ND	ND
Article 15	ND	ND	ND	ND	ND
Article 16	ND	ND	ND	ND	ND
Article 17	ND	ND	0.10	ND	ND
Article 18	ND	ND	ND	ND	ND
Article 19	0.47	ND	0.45	ND	ND
Article 20	0.27	ND	0.25	ND	ND
Article 21	ND	ND	ND	ND	ND
Article 22	ND	ND	ND	ND	ND
Article 23	ND	ND	ND	ND	ND
Article 24	ND	ND	ND	ND	ND
Article 25	ND	ND	ND	ND	ND
Article 26	0.20	ND	0.20	ND	ND
Article 27	ND	ND	ND	ND	ND
Article 28	ND	ND	ND	ND	ND
Article 29	ND	ND	ND	ND	ND
Article 30	ND	ND	ND	ND	ND

Longitudinal 1867 HN snapshots · 49 evals

Audit Trail 69 entries

2026-03-02 01:21	eval_success	Evaluated: Mild positive (0.17)	- -
2026-03-02 01:21	eval	Evaluated by deepseek-v3.2: +0.17 (Mild positive) 9,278 tokens -0.19
2026-03-01 20:36	eval_success	Evaluated: Moderate positive (0.36)	- -
2026-03-01 20:36	eval	Evaluated by deepseek-v3.2: +0.36 (Moderate positive) 9,758 tokens -0.02
2026-03-01 20:36	rater_validation_warn	Validation warnings for model deepseek-v3.2: 0W 1R	- -
2026-02-28 22:02	dlq	Dead-lettered after 1 attempts: Show HN: Hacker Smacker – spot great (and terrible) HN commenters at a glance	- -
2026-02-28 22:01	eval_failure	Evaluation failed: AbortError: The operation was aborted	- -
2026-02-28 21:07	eval_failure	Evaluation failed: AbortError: The operation was aborted	- -
2026-02-28 20:54	dlq	Dead-lettered after 1 attempts: Show HN: Hacker Smacker – spot great (and terrible) HN commenters at a glance	- -
2026-02-28 20:54	eval_failure	Evaluation failed: AbortError: The operation was aborted	- -
2026-02-28 20:42	dlq	Dead-lettered after 1 attempts: Show HN: Hacker Smacker – spot great (and terrible) HN commenters at a glance	- -
2026-02-28 20:42	eval_failure	Evaluation failed: AbortError: The operation was aborted	- -
2026-02-28 20:26	eval_failure	Evaluation failed: AbortError: The operation was aborted	- -
2026-02-28 20:23	eval_failure	Evaluation failed: AbortError: The operation was aborted	- -
2026-02-28 18:30	dlq	Dead-lettered after 1 attempts: Show HN: Hacker Smacker – spot great (and terrible) HN commenters at a glance	- -
2026-02-28 18:30	eval_failure	Evaluation failed: AbortError: The operation was aborted	- -
2026-02-28 18:20	eval_failure	Evaluation failed: AbortError: The operation was aborted	- -
2026-02-28 14:18	model_divergence	Cross-model spread 0.38 exceeds threshold (3 models)	- -
2026-02-28 14:18	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-02-28 14:18	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 13:57	model_divergence	Cross-model spread 0.38 exceeds threshold (3 models)	- -
2026-02-28 13:57	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-02-28 13:57	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 12:06	model_divergence	Cross-model spread 0.38 exceeds threshold (3 models)	- -
2026-02-28 12:06	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 11:53	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 11:36	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 10:51	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 10:33	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 09:19	eval	Evaluated by deepseek-v3.2: +0.38 (Moderate positive) 9,628 tokens
2026-02-28 08:56	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 07:58	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 07:37	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 07:23	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 07:21	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 07:00	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 06:31	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 06:11	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 06:09	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 06:07	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 05:13	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 05:10	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 04:46	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 04:22	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 04:18	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 04:09	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 04:06	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 03:57	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 03:46	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 03:41	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 03:17	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 03:09	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 03:05	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 03:00	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 03:00	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 02:57	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 02:53	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 02:19	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 02:18	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 02:06	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 01:59	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 01:52	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 01:48	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 01:45	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 01:36	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED neutral tech tutorial
2026-02-28 01:24	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech tutorial with no rights stance
2026-02-28 00:58	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
	reasoning Tech tutorial with no rights stance
2026-02-28 00:52	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.16
	reasoning ED neutral tech tutorial
2026-02-26 22:07	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive)
	reasoning ED neutral tech tutorial

build 1ad9551+j7zs · deployed 2026-03-02 09:09 UTC · evaluated 2026-03-02 11:31:12 UTC