Edition of Monday 26 October 2026

AI Gateway Benchmark: OpenRouter, Vercel, Ramp, Keln

Comments on “AI Gateway Benchmark: OpenRouter, Vercel, Ramp, Keln”

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

A benchmark of four AI gateways (OpenRouter, Vercel, Ramp and Keln) serving the same model over 3,360 turns each found large differences in behavior. Keln kept 94% of prompt tokens cached, versus 63% for Ramp, and moved conversations between providers 14 times compared with 500 for Ramp.

Read the original at keln.ai. 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. 28 of 62 with a score of 0.62. The panel rated it highest on new information (0.90) and technical depth (0.86), lowest on audience breadth (0.49).

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.
  • Significance0.51
  • Reader interest0.79
  • Audience breadth0.49
  • Practical relevance0.80
  • Substantiated0.83
  • Technical depth0.86
  • New information0.90
  • Counts against: Promotional0.24
  • Counts against: Overclaim0.31

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)
Significance0.600.350.580.510.26+0.24+0.123
Reader interest0.780.720.860.790.14+0.26+0.205
Audience breadth0.480.450.550.490.10+0.13+0.064
Practical relevance0.840.780.780.800.06+0.22+0.176
Substantiated0.950.820.720.830.23+0.05+0.041
Technical depth0.990.800.780.860.21+0.05+0.043
New information0.910.900.900.900.01+0.05+0.045
Promotional0.060.350.300.240.29−0.19−0.045
Overclaim0.250.300.380.310.13−0.11−0.034
Sum of contributions+0.618
Claim-check penalty0.000
Total, as published0.618

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 #28 on Rubric, 26 Oct 2026
<a href="https://rubric.hrih.si/editions/2026-10-26/28/"><img src="https://rubric.hrih.si/badge/2026-10-26/28.svg" alt="Ranked #28 on Rubric, 26 Oct 2026" width="245" height="28"></a>

Also covered by

No other coverage was clustered with this story.

Elsewhere

Elsewhere: HN 2 pts, not on front page

Discussion on Hacker News

Recorded for context only, checked 26 Oct 2026, 07:27 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 “AI Gateway Benchmark: OpenRouter, Vercel, Ramp, Keln”

More on Rubric

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