This reading’s conditionsAs of 25 Sep 2026 19:30Z · 7 platforms · 23 Feb – 1 Mar 2026
- As of
- 25 Sep 2026 19:30Z
- Coverage computed
- 1 Oct 2026 07:23Z
- Facts checked
- 1 Oct 2026 07:47:34Z
- Spam, bot and incentive filter, not applied yet
- Spam, bot and incentive posts haven’t been removed: their labels agree with a stronger model at kappa 0.43, below the threshold of 0.60
How posts were linked to the subject
- Unambiguous alias, V1
- 2 posts linked. Precision 100.0% (95% interval 91.2% to 100.0%), n 40 links judged, 0 unclear, run 18.
- Unambiguous alias, V2
- 81 posts linked. Precision 93.3% (95% interval 84.1% to 97.4%), n 60 links judged, 0 unclear, run 18.
Measured statements
In development Written by fixed rules from this reading’s stored figures. No model writes them.
On Reddit, 57 distinct people posted about Devstral between 23 February and 1 March 2026: 83 posts, an estimated 0.03% of that week's Reddit posts about AI (100.0% of these posts had an identifiable author).
Reddit · 23 Feb – 1 Mar 2026 · author coverage 100.0% · 7 days: 7 backfilled
5 more statements withheld. No posts about Devstral on Hacker News between 23 February and 1 March 2026. No posts about Devstral on arXiv between 23 February and 1 March 2026. Withheld for platforms not counted this week: Bluesky, Google News and Exa.
What this reading rests on
| Platform | Days counted | How the posts were collected |
|---|---|---|
| 7 of 7 | Loaded afterwards from an archive | |
| Hacker News | 7 of 7 | Loaded afterwards from an archive |
| arXiv | 7 of 7 | Loaded afterwards from an archive |
Not counted: Bluesky, YouTube, Google News and Exa, not being collected yet.
A day counts once it has settled: once the posts still expected for it are below the threshold, or, for posts loaded afterwards from an archive, once they’re loaded. Coverage day by day is in this reading’s conditions. How coverage is recorded.
This reading was made with methods that are still being validated. Every figure says which state it’s in.
Why: Its methods are still being validated.
- Released
- 2 Oct 2026
- Release
- 2026-W09
- Window
- 23 Feb – 1 Mar 2026
- Version
- 2 · superseded
- Next release
- Wednesday 11 Mar 2026
- Method
- 005c-series-v3.1
Devstral in each platform’s table
Where Devstral sits among every ranked subject on each platform. The heavy mark is Devstral; every thin mark is another subject.
#35 of 44 on Reddit57 people · Claude 14,112 (#1)
44 ranked subjects, each a tick on Reddit’s own people scale, 0 to 14,112. 41 more subjects aren’t ranked: their people figures are hidden (n 0–19 people, below the threshold of 20), so they aren’t drawn.
Not ranked on Hacker News: n 0 people, below the threshold of 20 people.
Distinct people who posted about each subject on each platform, 23 Feb – 1 Mar 2026, as of 25 Sep 2026 19:30Z, from release 2026-W09’s summary table (published). Each strip is on its own scale and nothing is added across platforms: one person can post on several. arXiv, Google News and Exa carry articles, which have no authors, so they have no ranking by people.
Attention
How many people posted about Devstral on each platform, and Devstral’s share of that platform’s posts. One row per platform, each on its own terms.
n 83 posts · author coverage 100.0% · 7 days: 7 backfilled · sample: 10 posts, one per author
Not counted this week. Bluesky, Google News and Exa have no day in this window that counts, so they have no figures here.
Hacker News. People hidden: n 0 people, below the threshold of 20 people. Share and posts hidden: n 0 posts, below the threshold of 20 posts.
arXiv. People not applicable: arXiv posts are articles, which have no authors, so people aren’t counted. Share and posts hidden: n 0 posts, below the threshold of 20 posts.
In development. Spam, bot and incentive posts haven’t been removed: their labels agree with a stronger model at κ 0.43, below the threshold of 0.60. The agreement is model-to-model.
Posts published 23 Feb – 1 Mar 2026, as of 25 Sep 2026 19:30Z; in development. People count distinct platform identities and are never added across platforms. Share is Devstral’s posts over all posts AIDRAN captured on that platform in the window. Reddit’s posts include its comments. A normal share is devstral's share of each platform's posts in the 8 earlier stored weeks of the same era (2026-W01, 2026-W02, 2026-W03, 2026-W04, 2026-W05, 2026-W06, 2026-W07, 2026-W08), per platform. Its figures are in those readings. Choose any number to see what it rests on and the posts behind it.
Stored weeks
Devstral in every week AIDRAN has stored so far, four weeks at a time (three on a phone), opening on this reading’s week.
W07–W09
W06–W09
People
W06
W07
W08
W09
Share of Reddit posts
W06
W07
W08
W09
Devstral’s people and share of platform posts, W01–W40, 40 stored weeks. Each chart is on its own scale from all of them. All 40 are in development; the open dot is this reading. Why a week is hidden or ringed is in the notes on stored weeks at the foot of this page.
Communities
The communities the conversation about Devstral happened in, grouped by platform.
Redditeach track is Devstral’s 83 Reddit posts
- r/LocalLLaMA builders
The one community this reading stores; the rest of the track is posts in communities it doesn’t list.
Posts about Devstral by community, 23 Feb – 1 Mar 2026, as of 25 Sep 2026 19:30Z; in development. Each platform is drawn on its own scale. The word after each community is its type: who is there, not what it’s about (users are people who use one AI product; builders build with AI). A post counts once, in the community it was posted in.
Change
Nothing in this reading could be compared with the previous reading of Devstral, for 16–22 Feb 2026.
12 measures not compared, and why
- People posting about Devstral, Reddit. n 73 people between 16 and 22 February 2026, below the threshold of 100 people for a change. n 57 people between 23 February and 1 March 2026, below the threshold of 100 people for a change.
- People posting about Devstral, Bluesky. n 0 people between 16 and 22 February 2026, below the threshold of 100 people for a change. n 0 people between 23 February and 1 March 2026, below the threshold of 100 people for a change. Between 16 and 22 February 2026: Not counted this week: Bluesky has no day between 16 and 22 February 2026 that AIDRAN counts, so there's no figure to show. Between 23 February and 1 March 2026: Not counted this week: Bluesky has no day between 23 February and 1 March 2026 that AIDRAN counts, so there's no figure to show.
- People posting about Devstral, Hacker News. n 0 people between 16 and 22 February 2026, below the threshold of 100 people for a change. n 0 people between 23 February and 1 March 2026, below the threshold of 100 people for a change. Between 16 and 22 February 2026: n 0 people, below the threshold of 20 people. Between 23 February and 1 March 2026: n 0 people, below the threshold of 20 people.
- People posting about Devstral, arXiv. Between 16 and 22 February 2026: arXiv posts are articles, which have no authors, so people aren't counted. Between 23 February and 1 March 2026: arXiv posts are articles, which have no authors, so people aren't counted.
- People posting about Devstral, Google News. Between 16 and 22 February 2026: Google News posts are articles, which have no authors, so people aren't counted. Between 23 February and 1 March 2026: Google News posts are articles, which have no authors, so people aren't counted.
- People posting about Devstral, Exa. Between 16 and 22 February 2026: Exa posts are articles, which have no authors, so people aren't counted. Between 23 February and 1 March 2026: Exa posts are articles, which have no authors, so people aren't counted.
- Devstral’s share of Reddit posts. n 83 posts between 23 February and 1 March 2026, below the threshold of 100 posts for a change.
- Devstral’s share of Bluesky posts. n 0 posts between 16 and 22 February 2026, below the threshold of 100 posts for a change. n 0 posts between 23 February and 1 March 2026, below the threshold of 100 posts for a change. Between 16 and 22 February 2026: Not counted this week: Bluesky has no day between 16 and 22 February 2026 that AIDRAN counts, so there's no figure to show. Between 23 February and 1 March 2026: Not counted this week: Bluesky has no day between 23 February and 1 March 2026 that AIDRAN counts, so there's no figure to show.
- Devstral’s share of Hacker News posts. n 0 posts between 16 and 22 February 2026, below the threshold of 100 posts for a change. n 0 posts between 23 February and 1 March 2026, below the threshold of 100 posts for a change. Between 16 and 22 February 2026: n 0 posts, below the threshold of 20 posts. Between 23 February and 1 March 2026: n 0 posts, below the threshold of 20 posts.
- Devstral’s share of arXiv posts. n 0 posts between 16 and 22 February 2026, below the threshold of 100 posts for a change. n 0 posts between 23 February and 1 March 2026, below the threshold of 100 posts for a change. Between 16 and 22 February 2026: n 0 posts, below the threshold of 20 posts. Between 23 February and 1 March 2026: n 0 posts, below the threshold of 20 posts.
- Devstral’s share of Google News posts. n 0 posts between 16 and 22 February 2026, below the threshold of 100 posts for a change. n 0 posts between 23 February and 1 March 2026, below the threshold of 100 posts for a change. Between 16 and 22 February 2026: Not counted this week: Google News has no day between 16 and 22 February 2026 that AIDRAN counts, so there's no figure to show. Between 23 February and 1 March 2026: Not counted this week: Google News has no day between 23 February and 1 March 2026 that AIDRAN counts, so there's no figure to show.
- Devstral’s share of Exa posts. n 0 posts between 16 and 22 February 2026, below the threshold of 100 posts for a change. n 0 posts between 23 February and 1 March 2026, below the threshold of 100 posts for a change. Between 16 and 22 February 2026: Not counted this week: Exa has no day between 16 and 22 February 2026 that AIDRAN counts, so there's no figure to show. Between 23 February and 1 March 2026: Not counted this week: Exa has no day between 23 February and 1 March 2026 that AIDRAN counts, so there's no figure to show.
Change compares this reading with the previous stored reading of the same subject, usually last week’s, and both endpoints stay visible with their dates. Each value carries its n; open it for its full conditions, coverage included. Stored weeks, above, cross eras, which marks a change in how weeks were captured: March era weeks were rebuilt from archives, with live capture from 7 Mar to 31 May, Archive backfill weeks were backfilled from archives (Reddit, Hacker News and arXiv only) and September era weeks were captured live from 16 Sep and filled in from archives.
Conditions
What every figure on this page rests on.
- As of
- 25 Sep 2026 19:30Z
- Coverage computed
- 1 Oct 2026 07:23Z
- Facts checked
- 1 Oct 2026 07:47:34Z
- Posts without facts
- 0
- Author coverage basis
- posts with an identifiable platform identity; article sources have none by definition
Coverage in this window, day by day for each platform, is drawn once: in the conditions rail beside the measured statements.
Coverage in this window
- 2026-02-23 · backfilled
- 2026-02-24 · backfilled
- 2026-02-25 · backfilled
- 2026-02-26 · backfilled
- 2026-02-27 · backfilled
- 2026-02-28 · backfilled
- 2026-03-01 · backfilled
Bluesky
- 2026-02-23 · not started
- 2026-02-24 · not started
- 2026-02-25 · not started
- 2026-02-26 · not started
- 2026-02-27 · not started
- 2026-02-28 · not started
- 2026-03-01 · not started
YouTube
- 2026-02-23 · not started
- 2026-02-24 · not started
- 2026-02-25 · not started
- 2026-02-26 · not started
- 2026-02-27 · not started
- 2026-02-28 · not started
- 2026-03-01 · not started
Hacker News
- 2026-02-23 · backfilled
- 2026-02-24 · backfilled
- 2026-02-25 · backfilled
- 2026-02-26 · backfilled
- 2026-02-27 · backfilled
- 2026-02-28 · backfilled
- 2026-03-01 · backfilled
arXiv
- 2026-02-23 · backfilled
- 2026-02-24 · backfilled
- 2026-02-25 · backfilled
- 2026-02-26 · backfilled
- 2026-02-27 · backfilled
- 2026-02-28 · backfilled
- 2026-03-01 · backfilled
Google News
- 2026-02-23 · not started
- 2026-02-24 · not started
- 2026-02-25 · not started
- 2026-02-26 · not started
- 2026-02-27 · not started
- 2026-02-28 · not started
- 2026-03-01 · not started
Exa
- 2026-02-23 · not started
- 2026-02-24 · not started
- 2026-02-25 · not started
- 2026-02-26 · not started
- 2026-02-27 · not started
- 2026-02-28 · not started
- 2026-03-01 · not started
Excluded: posts not about AI or unclear
Posts linked to Devstral that relevance run 61 labels not about AI or unclear, Reddit
Labels from relevance run 61, an open model.
n 0 posts · Reddit · 23 Feb – 1 Mar 2026 · 7 days: 7 backfilled
Posts linked to Devstral that relevance run 61 labels not about AI or unclear, Hacker News
Labels from relevance run 61, an open model.
n 0 posts · Hacker News · 23 Feb – 1 Mar 2026 · 7 days: 7 backfilled
Posts linked to Devstral that relevance run 61 labels not about AI or unclear, arXiv
Labels from relevance run 61, an open model.
n 0 posts · arXiv · 23 Feb – 1 Mar 2026 · 7 days: 7 backfilled
Each platform’s share is stated on its own and never combined.
Not counted this week, so not shown: Bluesky, Google News and Exa.
These conditions were frozen when the reading was created and are never recomputed.
Not in this reading yet
Parts this method doesn’t produce yet. They’re named, never shown as empty.
- Frames
- Frames aren’t measured yet.
- Register
- Register isn’t measured yet.
- Frame evidence
- Quotes for frames come with frames. The quotes here are the fixed samples behind this reading’s figures.
Cite this reading
In development Published 2 Oct 2026. Release 2026-W09. Its figures never change: a correction or revision is a new reading. Cite it with its permanent link.
AIDRAN. 'Devstral', release 2026-W09, reading r_7847d3552863 (v2). Published 2 October 2026.
Permanent link /r/r_7847d3552863
AIDRAN is the author and the publisher, so the citation names it once. Cite the permanent link, never a browse path.
Licensed CC BY 4.0: reuse it with this citation.
The reading’s PDF is being made.
References
Devstral as its maker describes it. Chosen by hand and checked, and not part of the measurement.
Context from the week
News and analysis about Devstral published that week, found and checked for relevance. It’s outside AIDRAN’s measurement: no figure on this page comes from it.
Notes on stored weeksWhy the Stored weeks charts hide or ring a week: 22 hidden and 3 coverage-limited platform weeks, each with its stored reason.
W19 people hidden: n 14 people, below the threshold of 20 people. share hidden: n 17 posts, below the threshold of 20 posts.
W20 people hidden: n 11 people, below the threshold of 20 people. share hidden: n 12 posts, below the threshold of 20 posts.
W21 people hidden: n 8 people, below the threshold of 20 people. share hidden: n 10 posts, below the threshold of 20 posts.
W22 people hidden: n 7 people, below the threshold of 20 people. share hidden: n 7 posts, below the threshold of 20 posts.
W23 people hidden: n 12 people, below the threshold of 20 people. share hidden: n 13 posts, below the threshold of 20 posts.
W24 people hidden: n 12 people, below the threshold of 20 people. share hidden: n 12 posts, below the threshold of 20 posts.
W25 people hidden: n 13 people, below the threshold of 20 people. share hidden: n 13 posts, below the threshold of 20 posts.
W26 people hidden: n 6 people, below the threshold of 20 people. share hidden: n 7 posts, below the threshold of 20 posts.
W27 people hidden: n 10 people, below the threshold of 20 people. share hidden: n 12 posts, below the threshold of 20 posts.
W28 people hidden: n 4 people, below the threshold of 20 people. share hidden: n 4 posts, below the threshold of 20 posts.
W29–W30 people hidden: n 5 people, below the threshold of 20 people. share hidden: n 5 posts, below the threshold of 20 posts.
W29 people hidden: n 5 people, below the threshold of 20 people. share hidden: n 5 posts, below the threshold of 20 posts.
W30 people hidden: n 5 people, below the threshold of 20 people. share hidden: n 5 posts, below the threshold of 20 posts.
W31 people hidden: n 6 people, below the threshold of 20 people. share hidden: n 6 posts, below the threshold of 20 posts.
W32 people hidden: n 2 people, below the threshold of 20 people. share hidden: n 2 posts, below the threshold of 20 posts.
W33 people hidden: n 6 people, below the threshold of 20 people. share hidden: n 6 posts, below the threshold of 20 posts.
W34 people hidden: n 3 people, below the threshold of 20 people. share hidden: n 3 posts, below the threshold of 20 posts.
W35–W36 people hidden: n 6 people, below the threshold of 20 people. share hidden: n 6 posts, below the threshold of 20 posts.
W35 people hidden: n 6 people, below the threshold of 20 people. share hidden: n 6 posts, below the threshold of 20 posts.
W36 people hidden: n 6 people, below the threshold of 20 people. share hidden: n 6 posts, below the threshold of 20 posts.
W37 people hidden: n 2 people, below the threshold of 20 people. share hidden: n 2 posts, below the threshold of 20 posts.
W38 people hidden: n 4 people, below the threshold of 20 people. share hidden: n 4 posts, below the threshold of 20 posts.
W39 people hidden: n 2 people, below the threshold of 20 people. share hidden: n 2 posts, below the threshold of 20 posts.
W40 people hidden: n 4 people, below the threshold of 20 people. share hidden: n 4 posts, below the threshold of 20 posts.
W10 coverage-limited: Partial day on Reddit: partial capture on 7 March 2026
W22 coverage-limited: Partial day on Reddit: partial capture on 31 May 2026
W38 coverage-limited: Partial day on Reddit: capture began at 00:24 UTC on 17 September 2026