Moving from Python to Mojo

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

Model: @cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND @cf/meta/llama-4-scout-17b-16e-instruct lite ND @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 openai/gpt-oss-120b:free lite ND google/gemma-3-27b-it:free lite ND qwen/qwen3-coder:free lite ND Compare

ND	Moving from Python to Mojo (docs.modular.com)
	11 points by tosh 2 days ago \| 4 comments on HN ~lite vlite-2.0

Summary ~lite

Neutral technical page

Lite evaluation by llama-3.3-70b-wai-psq · editorial channel only · no per-section breakdown available

Longitudinal 50 HN snapshots · 35 evals

Audit Trail 55 entries

2026-03-07 19:33	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-07 19:33	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 19:29	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-07 19:29	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 19:16	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-07 19:16	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-07 19:12	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-07 19:12	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-07 18:25	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-07 18:25	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 17:36	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-07 17:36	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-07 17:18	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-07 17:18	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 15:45	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-07 15:45	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 15:26	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-07 15:26	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-07 15:12	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-07 15:12	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) -0.18
2026-03-07 14:53	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-07 14:53	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-07 14:37	eval_success	PSQ evaluated: g-PSQ=0.464 (3 dims)	- -
2026-03-07 14:37	eval	Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive) +0.18
2026-03-07 14:17	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-07 14:17	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-07 14:04	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-07 14:04	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 13:44	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-07 13:44	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-07 13:32	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-07 13:32	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 13:11	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-07 13:11	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-07 13:06	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-07 13:06	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-07 13:02	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-07 13:02	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 12:57	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-07 12:57	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 12:34	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-07 12:26	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) -0.18
2026-03-07 12:03	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-07 11:58	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-07 11:57	eval	Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive) +0.18
2026-03-07 11:31	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical documentation on Mojo, no explicit human rights discussion
2026-03-07 11:27	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-07 11:27	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical documentation on Mojo, no explicit human rights discussion
2026-03-07 11:26	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-07 11:21	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical documentation on Mojo, no explicit human rights discussion
2026-03-07 11:16	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical documentation on Mojo, no explicit human rights discussion
2026-03-07 11:11	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical documentation on Mojo, no explicit human rights discussion
2026-03-07 11:06	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical documentation on Mojo, no explicit human rights discussion
2026-03-07 11:01	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
	reasoning Technical documentation on Mojo, no explicit human rights discussion
2026-03-07 11:01	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral)
	reasoning Technical documentation, neutral stance, high transparency

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