Artificial Analysis Intelligence Index v5.0
Comments on “Artificial Analysis Intelligence Index v5.0”
3 judges. Scored by all three judges. Only the day’s top stories get the claim check. How far stories are checked
The Artificial Analysis Intelligence Index v5.0 is a composite benchmark that scores language models through a weighted average of nine evaluations across four equally weighted categories: knowledge work, coding, science, and general knowledge. It is primarily text-based and English-language, with visual and multilingual performance reported separately.
Why it ranked
No. 77 of 110 with a score of 0.59. The panel rated it highest on new information (0.94) and substantiated (0.84), lowest on practical relevance (0.60). Overclaim counted against it (0.56). The judges disagreed most on overclaim (spread 0.42), so the story is marked contested. Placed No. 77, No. 66 by score alone: the 30th AI & machine learning story of the day (−0.080). The placement terms move stories; they are not part of the score.
- AI judgeJudge 2claude-haiku-5-5
- Detailed methodology doc for a major AI model benchmark index; substantive and relevant to AI builders, but mostly a methodology reference rather than a new finding, with some self-promotional framing.
- AI judgeJudge 3gpt-5.6-luna
- A detailed release of a broad AI benchmark suite, with extensive datasets, scoring, harness, and evaluation methodology. It is highly relevant and reproducible, though claims of superior usefulness are stronger than the presented evidence.
Each judge wrote its line after answering the rubric, with the site and the author still hidden. Every answer behind this is in the table under Score.
Score
0.59total under rubric v2.3Contestedjudges differ by 0.42 on overclaim
- Significance0.63
- Reader interest0.68
- Audience breadth0.73
- Practical relevance0.60
- Substantiated0.84
- Technical depth0.82
- New information0.94
- Counts against: Promotional0.16
- Counts against: Overclaim0.56
Each judge’s answer per question (0–1), their mean and spread, and what the question adds to the score (weight × mean).
| Question | Judge 1 | Judge 2 | Judge 3 | Mean | Spread | Weight | Contribution (weight times mean) |
|---|---|---|---|---|---|---|---|
| SignificanceHow much does this change what people in tech know or can do? | 0.66 | 0.50 | 0.72 | 0.63 | 0.22 | +0.24 | +0.150 |
| Reader interestWould a well-informed senior engineer or tech founder want to read this today, and likely pass it on? | 0.62 | 0.60 | 0.82 | 0.68 | 0.22 | +0.26 | +0.177 |
| Audience breadthHow many people who build technology does it concern? | 0.76 | 0.60 | 0.82 | 0.73 | 0.22 | +0.13 | +0.094 |
| Practical relevanceHow useful is it to someone who builds software or tech products? | 0.58 | 0.60 | 0.62 | 0.60 | 0.04 | +0.22 | +0.132 |
| SubstantiatedHow well is it backed? Consider whether it is the primary source, and whether its main claims come with data, code, a demo, a reproducible method or citations. | 0.91 | 0.70 | 0.90 | 0.84 | 0.21 | +0.05 | +0.042 |
| Technical depthHow technically substantive is it? | 0.98 | 0.60 | 0.88 | 0.82 | 0.38 | +0.05 | +0.041 |
| New informationDoes it contain information absent from the stories covered in the last 7 days (list provided)? | 0.95 | 0.90 | 0.98 | 0.94 | 0.08 | +0.05 | +0.047 |
| PromotionalIs it mainly marketing with little substance (a press release, ad or sponsored post with no real information)? A launch post that carries real news is not promotional. | 0.10 | 0.20 | 0.18 | 0.16 | 0.10 | −0.19 | −0.030 |
| OverclaimDo the headline or conclusions claim more than the body supports? | 0.67 | 0.30 | 0.72 | 0.56 | 0.42 , above the contested threshold | −0.11 | −0.062 |
| Sum of contributions | +0.592 | ||||||
| Claim-check penalty | 0.000 | ||||||
| Total, as published | 0.592 | ||||||
Spread is the highest minus the lowest judge answer. marks a spread above 0.40: the judges disagree, and the story is marked contested.
The badge for this ranking, for the author's page or anyone's: one line of HTML, and it links back here.
<a href="https://rubric.hrih.si/editions/2026-10-29/77/"><img src="https://rubric.hrih.si/badge/2026-10-29/77.svg" alt="Ranked #77 on Rubric, 29 Oct 2026" width="245" height="28"></a>Also covered by
Elsewhere
Elsewhere: HN 39 pts, front page
Recorded for context only, checked 29 Oct 2026, 05:47 UTC. It played no part in the ranking.