Benchmark Almanac

DECK-Arena

In use

Models build presentations for real user queries with python-pptx, pptxjs or a Kimi slide language, with search and image generation. An automated grader rates them as Elo scores.

In-house. The grader is calibrated on more than 10,000 human judgments.

Made by
Moonshot AI
Released
October 2026
Kind
Documents and spreadsheets
Level
University
Scored
Graded by a model
Answers
Open-ended
Tasks
Kept private
Strongest model tested
Kimi K3.1 Pro #16 on the capability index
Last in a launch post
October 2026
Last model added
October 2026
1
Model scored in lab cards
1
Launch post lists it, from 1 lab

Kimi K3.1 Pro leads with 1,456

Best score per model as labs report them in their own cards. Labs pick their own settings, so these compare less cleanly than independent runs.

Bars start at 1,383.2.

Bars start at 1,383.2.

  1. 1 Kimi K3.1 Pro 1,456

Source: Labs’ model cards

#ModelScoreSettingDateSource
1 Kimi K3.1 Pro 1,456 Oct 2026 Lab model card

Scores over time

All the scores we have, one dot each, so a model tested at several settings appears more than once.

Reported by the lab in its model card
1,456 2027 1,456 2027

Source: Labs’ model cards

One lab put it in a launch post in the last six months

Launch posts from every lab that has listed it, one tick per post. Tall colored ticks include it, and short gray ones leave it out.

Moonshot AI
DateLaunch postScoreAs the post writes it
Oct 24, 2026 Kimi K3.1 Pro 1456 DECK-Arena (Internal, Elo-score)

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