In brief
OpenAI's GPT Image served video projects before the motion began. Posts in r/aiMusic, r/SunoAI and r/StableDiffusion described using ChatGPT Images or GPT Image to generate stills for video workflows, establishing images that other models would turn into moving scenes. Two posts in r/ChatGPT and r/godot described GPT Image contributing to game graphics workflows that also included hands-on editing, putting image generation within a process that involved further work on the assets.
Posters blamed repeated editing for noise and artifacts and criticised failures to preserve visual continuity. Two posts in r/midjourney and r/DefendingAIArt described noise or artifacts accumulating through repeated changes to GPT Image or ChatGPT Images outputs. Two posts in r/ChatGPT complained that generated images failed to maintain consistency with the characters or input images they were supposed to preserve, making fidelity to an existing image part of their criticism.
Two posts in r/StableDiffusion and r/generativeAI presented reference images and explicit style instructions as ways to guide GPT Image or ChatGPT image generation toward an intended look, recommending preparation that specified the visual result before generation. The Next Web's headline described a new OpenAI image model that reasons before drawing.
Praise for the results coexisted with complaints about controlling them. Two posts in r/ChatGPT and r/aiArt reported good results with GPT Image. Separately, GPT Image ranked among subjects on Reddit with people, close to its summary-table neighbour Google Antigravity with people. Its share of Reddit's posts about AI was within its usual range.
Written by AI
Under a published prompt · reading-v4.6.10 · codex · subscription · run 534. How runs are published
- Posts from
- 17–23 Aug 2026 · counted on Reddit (7 of 7 days), Hacker News (7 of 7 days) and arXiv (7 of 7 days)
- Not counted
- Bluesky, YouTube, Google News and Exa, not being collected yet
- Method
- In development. Its methods are still being validated. What this means · Send feedback
- Publication
- Published 2 Oct 2026. In release 2026-W34.
- Released
- 2 Oct 2026
- Release
- 2026-W34
- Window
- 17–23 Aug 2026
- Version
- 2 · no revisions
- Next release
- Wednesday 2 Sep 2026
- Method
- 005c-series-v3.1
Communities
The communities the conversation about GPT Image happened in, grouped by platform.
Redditeach track is GPT Image’s 112 Reddit posts
- r/StableDiffusion creatives
- r/ChatGPT users
The two communities this reading stores; the rest of the track is posts in communities it doesn’t list.
arXiv
Posts about GPT Image by community, 17–23 Aug 2026, as of 25 Sep 2026 13:30Z; 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.
This reading’s conditionsAs of 25 Sep 2026 13:30Z · 7 platforms · 17–23 Aug 2026
- As of
- 25 Sep 2026 13:30Z
- Coverage computed
- 2 Oct 2026 11:23Z
- Facts checked
- 2 Oct 2026 12:06:41Z
How posts were linked to the subject
- Unambiguous alias, V2
- 113 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, 96 distinct people posted about GPT Image between 17 and 23 August 2026: 112 posts, an estimated 0.05% of that week's Reddit posts about AI, leaving out spam, bot, incentive and templated automated posts (100.0% of these posts had an identifiable author).
Reddit · 17–23 Aug 2026 · author coverage 100.0% · 7 days: 7 backfilled
5 more statements withheld. No posts about GPT Image on Hacker News between 17 and 23 August 2026. arXiv posts are articles, which have no authors, so people aren’t counted. Withheld for platforms not counted this week: Bluesky, Google News and Exa.
Change
Compared with the previous reading of GPT Image, for 10–16 Aug 2026.
| Measure | 10–16 Aug 2026 | 17–23 Aug 2026 |
|---|---|---|
| GPT Image’s share of Reddit posts · In development | 0.0%n 114 posts | n 112 posts |
In development: Spam, bot and incentive posts were removed with labels that agree with a stronger model at κ 0.74, below the 0.80 needed to drop this mark. The agreement is model-to-model.
In every value: posts not about AI or unclear removed (relevance run 61); spam, bot and incentive posts removed (run 64); templated automated posts removed on Reddit and Bluesky (templated-repetition rule run 518).
9 measures not compared, and why
- People posting about GPT Image, Reddit. n 95 people between 10 and 16 August 2026, below the threshold of 100 people for a change. n 96 people between 17 and 23 August 2026, below the threshold of 100 people for a change.
- People posting about GPT Image, Bluesky. n 0 people between 10 and 16 August 2026, below the threshold of 100 people for a change. n 0 people between 17 and 23 August 2026, below the threshold of 100 people for a change. Between 10 and 16 August 2026: Not counted this week: Bluesky has no day between 10 and 16 August 2026 that AIDRAN counts, so there's no figure to show. Between 17 and 23 August 2026: Not counted this week: Bluesky has no day between 17 and 23 August 2026 that AIDRAN counts, so there's no figure to show.
- People posting about GPT Image, Hacker News. n 0 people between 10 and 16 August 2026, below the threshold of 100 people for a change. n 0 people between 17 and 23 August 2026, below the threshold of 100 people for a change. Between 10 and 16 August 2026: n 0 people, below the threshold of 20 people. Between 17 and 23 August 2026: n 0 people, below the threshold of 20 people.
- People posting about GPT Image, arXiv. Between 10 and 16 August 2026: arXiv posts are articles, which have no authors, so people aren't counted. Between 17 and 23 August 2026: arXiv posts are articles, which have no authors, so people aren't counted.
- People posting about GPT Image, Exa. Between 10 and 16 August 2026: Exa posts are articles, which have no authors, so people aren't counted. Between 17 and 23 August 2026: Exa posts are articles, which have no authors, so people aren't counted.
- GPT Image’s share of Bluesky posts. n 0 posts between 10 and 16 August 2026, below the threshold of 100 posts for a change. n 0 posts between 17 and 23 August 2026, below the threshold of 100 posts for a change. Between 10 and 16 August 2026: Not counted this week: Bluesky has no day between 10 and 16 August 2026 that AIDRAN counts, so there's no figure to show. Between 17 and 23 August 2026: Not counted this week: Bluesky has no day between 17 and 23 August 2026 that AIDRAN counts, so there's no figure to show.
- GPT Image’s share of Hacker News posts. n 0 posts between 10 and 16 August 2026, below the threshold of 100 posts for a change. n 0 posts between 17 and 23 August 2026, below the threshold of 100 posts for a change. Between 10 and 16 August 2026: n 0 posts, below the threshold of 20 posts. Between 17 and 23 August 2026: n 0 posts, below the threshold of 20 posts.
- GPT Image’s share of arXiv posts. n 0 posts between 10 and 16 August 2026, below the threshold of 100 posts for a change. n 1 posts between 17 and 23 August 2026, below the threshold of 100 posts for a change. Between 10 and 16 August 2026: n 0 posts, below the threshold of 20 posts. Between 17 and 23 August 2026: n 1 posts, below the threshold of 20 posts.
- GPT Image’s share of Exa posts. n 0 posts between 10 and 16 August 2026, below the threshold of 100 posts for a change. n 0 posts between 17 and 23 August 2026, below the threshold of 100 posts for a change. Between 10 and 16 August 2026: Not counted this week: Exa has no day between 10 and 16 August 2026 that AIDRAN counts, so there's no figure to show. Between 17 and 23 August 2026: Not counted this week: Exa has no day between 17 and 23 August 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.
Attention
How many people posted about GPT Image on each platform, and GPT Image’s share of that platform’s posts. One row per platform, each on its own terms.
n 112 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 1 posts, below the threshold of 20 posts.
In development. Spam, bot and incentive posts were removed with labels that agree with a stronger model at κ 0.74, below the 0.80 needed to drop this mark. The agreement is model-to-model.
Posts published 17–23 Aug 2026, as of 25 Sep 2026 13:30Z; in development. People count distinct platform identities and are never added across platforms. Share is GPT Image’s posts over all posts AIDRAN captured on that platform in the window. Reddit’s posts include its comments. A normal share is gPT Image's share of each platform's posts in the 11 earlier stored weeks of the same era (2026-W23, 2026-W24, 2026-W25, 2026-W26, 2026-W27, 2026-W28, 2026-W29, 2026-W30, 2026-W31, 2026-W32, 2026-W33), per platform. Its figures are in those readings. Choose any number to see what it rests on and the posts behind it.
GPT Image in each platform’s table
Where GPT Image sits among every ranked subject on each platform. The heavy mark is GPT Image; every thin mark is another subject.
#24 of 42 on Reddit96 people · Claude 9,430 (#1)
42 ranked subjects, each a tick on Reddit’s own people scale, 0 to 9,430. 43 more subjects aren’t ranked: their people figures are hidden (n 0–19 people, below the threshold of 20), so they aren’t drawn.
Distinct people who posted about each subject on each platform, 17–23 Aug 2026, as of 25 Sep 2026 13:30Z, from release 2026-W34’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.
Stored weeks
GPT Image in every week AIDRAN has stored so far, four weeks at a time (three on a phone), opening on this reading’s week.
W32–W34
W31–W34
People
W31
W32
W33
W34
Share of Reddit posts
W31
W32
W33
W34
GPT Image’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.
What this reading rests on
This reading rests on Reddit.
| 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.
Conditions
What every figure on this page rests on.
- As of
- 25 Sep 2026 13:30Z
- Coverage computed
- 2 Oct 2026 11:23Z
- Facts checked
- 2 Oct 2026 12:06:41Z
- 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
- 2026-08-17 · backfilled
- 2026-08-18 · backfilled
- 2026-08-19 · backfilled
- 2026-08-20 · backfilled
- 2026-08-21 · backfilled
- 2026-08-22 · backfilled
- 2026-08-23 · backfilled
Bluesky
- 2026-08-17 · not started
- 2026-08-18 · not started
- 2026-08-19 · not started
- 2026-08-20 · not started
- 2026-08-21 · not started
- 2026-08-22 · not started
- 2026-08-23 · not started
YouTube
- 2026-08-17 · not started
- 2026-08-18 · not started
- 2026-08-19 · not started
- 2026-08-20 · not started
- 2026-08-21 · not started
- 2026-08-22 · not started
- 2026-08-23 · not started
Hacker News
- 2026-08-17 · backfilled
- 2026-08-18 · backfilled
- 2026-08-19 · backfilled
- 2026-08-20 · backfilled
- 2026-08-21 · backfilled
- 2026-08-22 · backfilled
- 2026-08-23 · backfilled
arXiv
- 2026-08-17 · backfilled
- 2026-08-18 · backfilled
- 2026-08-19 · backfilled
- 2026-08-20 · backfilled
- 2026-08-21 · backfilled
- 2026-08-22 · backfilled
- 2026-08-23 · backfilled
Google News
- 2026-08-17 · not started
- 2026-08-18 · not started
- 2026-08-19 · not started
- 2026-08-20 · not started
- 2026-08-21 · not started
- 2026-08-22 · not started
- 2026-08-23 · not started
Exa
- 2026-08-17 · not started
- 2026-08-18 · not started
- 2026-08-19 · not started
- 2026-08-20 · not started
- 2026-08-21 · not started
- 2026-08-22 · not started
- 2026-08-23 · not started
Excluded: posts not about AI or unclear
Posts linked to GPT Image that relevance run 61 labels not about AI or unclear, Reddit
Labels from relevance run 61, an open model.
n 0 posts · Reddit · 17–23 Aug 2026 · 7 days: 7 backfilled
Posts linked to GPT Image 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 · 17–23 Aug 2026 · 7 days: 7 backfilled
Posts linked to GPT Image that relevance run 61 labels not about AI or unclear, arXiv
Labels from relevance run 61, an open model.
n 0 posts · arXiv · 17–23 Aug 2026 · 7 days: 7 backfilled
Each platform’s share is stated on its own and never combined.
Excluded: spam, bots and incentive posts
Posts linked to GPT Image about AI that run 64 labels spam, bot or incentive, Reddit
Labels from run 64, an open model.
n 23 posts · Reddit · 17–23 Aug 2026 · 7 days: 7 backfilled
Posts linked to GPT Image about AI that run 64 labels spam, bot or incentive, Hacker News
Labels from run 64, an open model.
n 0 posts · Hacker News · 17–23 Aug 2026 · 7 days: 7 backfilled
Posts linked to GPT Image about AI that run 64 labels spam, bot or incentive, arXiv
Labels from run 64, an open model.
n 0 posts · arXiv · 17–23 Aug 2026 · 7 days: 7 backfilled
Each platform’s share is stated on its own and never combined.
Excluded: templated automated posts
Posts linked to GPT Image that templated-repetition rule run 518 flags as one account repeating a template, Reddit
Flags from rule run 518: clusters of 4 or more near-identical posts in the week where one account posted at least half. In blind checks of samples, about 9 in 10 flags were one account repeating a template.
n 27 posts · Reddit · 17–23 Aug 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-W34. Its figures never change: a correction or revision is a new reading. Cite it with its permanent link.
AIDRAN. 'GPT Image', release 2026-W34, reading r_beb5d4a0cfe5 (v2). Published 2 October 2026.
Permanent link /r/r_beb5d4a0cfe5
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.
References
GPT Image as Wikipedia describes it. Chosen by hand and checked, and not part of the measurement.
Context from the week
News and analysis about GPT Image 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: 3 coverage-limited platform weeks, each with its stored reason.
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