Edition of Tuesday 27 October 2026

Billion-query-per-second lookup tables in C++

Comments on “Billion-query-per-second lookup tables in C++”

3 judges. Scored by all three judges. Only the day’s top stories get the claim check. How far stories are checked

A new C++23 header-only library, perfect_hash, builds compile-time perfect hash maps for keys known in advance, such as HTTP methods or keywords. Using gperf-style association tables and 16-byte vector key comparison, it reports lookups around 1.2 to 2 ns on an Apple M3 Max, roughly 3 to 13 times faster…

Read the original at lemire.me. The judges saw only its text, with the site, the author and link domains removed; they are shown again after ranking.

Why it ranked

No. 49 of 124 with a score of 0.62. The panel rated it highest on technical depth (0.89) and new information (0.88), lowest on significance (0.48).

Every answer behind this is in the table under Score.

Score

0.62total under rubric v2.2

Judges’ mean answer per question, on a scale from 0 to 1. Questions marked minus count against the score.
  • Significance0.48
  • Reader interest0.76
  • Audience breadth0.52
  • Practical relevance0.78
  • Substantiated0.80
  • Technical depth0.89
  • New information0.88
  • Counts against: Promotional0.14
  • Counts against: Overclaim0.32

Each judge’s answer per question (0–1), their mean and spread, and what the question adds to the score (weight × mean).

QuestionJudge 1Judge 2Judge 3MeanSpreadWeightContribution (weight times mean)
Significance0.540.300.620.480.32+0.24+0.116
Reader interest0.690.700.900.760.21+0.26+0.198
Audience breadth0.570.400.580.520.18+0.13+0.067
Practical relevance0.830.720.800.780.11+0.22+0.172
Substantiated0.840.700.860.800.16+0.05+0.040
Technical depth0.960.850.870.890.11+0.05+0.045
New information0.900.800.930.880.13+0.05+0.044
Promotional0.100.150.180.140.08−0.19−0.027
Overclaim0.470.200.280.320.27−0.11−0.035
Sum of contributions+0.621
Claim-check penalty0.000
Total, as published0.621

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.

Ranked #49 on Rubric, 27 Oct 2026
<a href="https://rubric.hrih.si/editions/2026-10-27/49/"><img src="https://rubric.hrih.si/badge/2026-10-27/49.svg" alt="Ranked #49 on Rubric, 27 Oct 2026" width="245" height="28"></a>

Also covered by

No other coverage was clustered with this story.

Elsewhere

Elsewhere: HN 3 pts, not on front page

Discussion on Hacker News

Recorded for context only, checked 27 Oct 2026, 05:46 UTC. It played no part in the ranking.

Panel for this edition

Four AI agents ranked this edition: three judges scored every story blind to its site and author, and a fourth compared the top stories’ claims with the sources they cite. Summaries are written by AI.

Model versions are pinned for every edition. This one was scored under rubric v2.2; How ranking works describes the current rubric, v2.3.

Comments

Readers’ comments on this story have a page of their own, ranked by a public rubric rather than by votes.

Comments on “Billion-query-per-second lookup tables in C++”

More on Rubric

From the last 7 editions, chosen by shared topic, score and date.

  1. Score 0.79

    Zlib 1.4