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GLM · Last 7 days

GLM 5.3

0–100 · higher means more positive community experience, not benchmark performance.

Updated 2026-10-03 08:42 UTC · 2026-09-26 – 2026-10-03 UTC
All-platform score71.0/100191 comments in 7 days

Discussion overview

What the full sample discusses

All platforms · 191 eligible comments over 7 days, including usage-limit feedback; deduplicated by source and comment.

  • General text · 75 comments: 51 positive / 20 negative / 4 mixed or neutral
  • Reasoning · 43 comments: 40 positive / 2 negative / 1 mixed or neutral
  • Speed & latency · 33 comments: 17 positive / 8 negative / 8 mixed or neutral
  • Safety & refusals · 16 comments: 4 positive / 10 negative / 2 mixed or neutral

Comments may cover multiple dimensions; counts are not additive or equivalent to the weighted score. Links show selected source excerpts.

Recent change

Rolling 7-day score: +0.4 points vs 7 days ago. Discussion mix can affect scores; this does not establish a cause.

Source coverage and discussion concentration

Hacker News 22 · Reddit 138 · RedNote 4 · Zhihu 27

97 identifiable discussions cover 169/191 comments; the largest has 14. Remaining thread identities are unknown; this is not a count of independent users.

Selected individual opinions

Explore individual experiences below, filtered by category and sentiment.

About the sample and scores

As of 2026-10-03 08:42:04 UTC, GLM 5.3 in the GLM family has 191 explicitly attributed community comments in the last 7 days; its community score is 71.0/100. Available category scores include General text 69.3/100 (n=75); Coding 64.4/100 (n=15); Reasoning 86.4/100 (n=43). Scoring method and sources

RECENT EXPERIENCE

How the Experience Index is changing

+16.5vs 7 days ago · points

30 days of rolling 7-day scores at each daily snapshot. The vertical scale adapts to the data. Missing or insufficient samples leave gaps; today is still updating.

Tap or use ← → for dates, scores and sample sizes. Blank dates have insufficient data.

GLM 5.3 · Hacker News · 30 days of rolling 7-day experience scores 4050607080 Observed-day mean: 61.8 2026-09-04 · 77.9 · n=15 · 2026-08-28T23:00:03+00:00 – 2026-09-04T23:00:03+00:002026-09-05 · 72.9 · n=9 · 2026-08-29T23:00:03+00:00 – 2026-09-05T23:00:03+00:002026-09-06 · 72.9 · n=9 · 2026-08-30T23:00:02+00:00 – 2026-09-06T23:00:02+00:002026-09-07 · 72.9 · n=9 · 2026-08-31T23:00:03+00:00 – 2026-09-07T23:00:03+00:002026-09-08 · 70.9 · n=9 · 2026-09-01T23:00:03+00:00 – 2026-09-08T23:00:03+00:002026-09-09 · 68.0 · n=6 · 2026-09-02T23:00:04+00:00 – 2026-09-09T23:00:04+00:002026-09-10 · 59.5 · n=8 · 2026-09-03T23:00:05+00:00 – 2026-09-10T23:00:05+00:002026-09-11 · 55.1 · n=6 · 2026-09-04T23:00:04+00:00 – 2026-09-11T23:00:04+00:002026-09-14 · 42.9 · n=5 · 2026-09-07T23:57:03+00:00 – 2026-09-14T23:57:03+00:002026-09-16 · 51.2 · n=8 · 2026-09-09T23:57:03+00:00 – 2026-09-16T23:57:03+00:002026-09-17 · 62.9 · n=10 · 2026-09-10T23:57:03+00:00 – 2026-09-17T23:57:03+00:002026-09-18 · 62.9 · n=10 · 2026-09-11T23:57:02+00:00 – 2026-09-18T23:57:02+00:002026-09-19 · 62.9 · n=10 · 2026-09-12T23:57:03+00:00 – 2026-09-19T23:57:03+00:002026-09-20 · 62.6 · n=11 · 2026-09-13T23:57:03+00:00 – 2026-09-20T23:57:03+00:002026-09-21 · 68.2 · n=13 · 2026-09-14T23:57:03+00:00 – 2026-09-21T23:57:03+00:002026-09-22 · 66.1 · n=19 · 2026-09-15T23:57:03+00:00 – 2026-09-22T23:57:03+00:002026-09-23 · 59.6 · n=17 · 2026-09-16T23:57:03+00:00 – 2026-09-23T23:57:03+00:002026-09-24 · 54.4 · n=12 · 2026-09-17T23:57:03+00:00 – 2026-09-24T23:57:03+00:002026-09-25 · 54.4 · n=12 · 2026-09-18T23:57:03+00:00 – 2026-09-25T23:57:03+00:002026-09-26 · 51.6 · n=13 · 2026-09-19T23:57:03+00:00 – 2026-09-26T23:57:03+00:002026-09-27 · 49.8 · n=13 · 2026-09-20T23:57:03+00:00 – 2026-09-27T23:57:03+00:002026-09-28 · 50.6 · n=11 · 2026-09-21T23:57:03+00:00 – 2026-09-28T23:57:03+00:002026-09-29 · 54.7 · n=14 · 2026-09-22T23:57:03+00:00 – 2026-09-29T23:57:03+00:002026-09-30 · 63.1 · n=16 · 2026-09-23T23:57:03+00:00 – 2026-09-30T23:57:03+00:002026-10-01 · 63.1 · n=16 · 2026-09-24T23:57:02+00:00 – 2026-10-01T23:57:02+00:002026-10-02 · 68.2 · n=22 · 2026-09-25T23:57:03+00:00 – 2026-10-02T23:57:03+00:002026-10-03 · 68.2 · n=22 · 2026-09-26T08:42:04+00:00 – 2026-10-03T08:42:04+00:00 68.2 09-0409-1209-1909-2610-03 GLM 5.3 · Hacker News · 30 days of rolling 7-day experience scores 4050607080 Observed-day mean: 61.8 2026-09-04 · 77.9 · n=15 · 2026-08-28T23:00:03+00:00 – 2026-09-04T23:00:03+00:002026-09-05 · 72.9 · n=9 · 2026-08-29T23:00:03+00:00 – 2026-09-05T23:00:03+00:002026-09-06 · 72.9 · n=9 · 2026-08-30T23:00:02+00:00 – 2026-09-06T23:00:02+00:002026-09-07 · 72.9 · n=9 · 2026-08-31T23:00:03+00:00 – 2026-09-07T23:00:03+00:002026-09-08 · 70.9 · n=9 · 2026-09-01T23:00:03+00:00 – 2026-09-08T23:00:03+00:002026-09-09 · 68.0 · n=6 · 2026-09-02T23:00:04+00:00 – 2026-09-09T23:00:04+00:002026-09-10 · 59.5 · n=8 · 2026-09-03T23:00:05+00:00 – 2026-09-10T23:00:05+00:002026-09-11 · 55.1 · n=6 · 2026-09-04T23:00:04+00:00 – 2026-09-11T23:00:04+00:002026-09-14 · 42.9 · n=5 · 2026-09-07T23:57:03+00:00 – 2026-09-14T23:57:03+00:002026-09-16 · 51.2 · n=8 · 2026-09-09T23:57:03+00:00 – 2026-09-16T23:57:03+00:002026-09-17 · 62.9 · n=10 · 2026-09-10T23:57:03+00:00 – 2026-09-17T23:57:03+00:002026-09-18 · 62.9 · n=10 · 2026-09-11T23:57:02+00:00 – 2026-09-18T23:57:02+00:002026-09-19 · 62.9 · n=10 · 2026-09-12T23:57:03+00:00 – 2026-09-19T23:57:03+00:002026-09-20 · 62.6 · n=11 · 2026-09-13T23:57:03+00:00 – 2026-09-20T23:57:03+00:002026-09-21 · 68.2 · n=13 · 2026-09-14T23:57:03+00:00 – 2026-09-21T23:57:03+00:002026-09-22 · 66.1 · n=19 · 2026-09-15T23:57:03+00:00 – 2026-09-22T23:57:03+00:002026-09-23 · 59.6 · n=17 · 2026-09-16T23:57:03+00:00 – 2026-09-23T23:57:03+00:002026-09-24 · 54.4 · n=12 · 2026-09-17T23:57:03+00:00 – 2026-09-24T23:57:03+00:002026-09-25 · 54.4 · n=12 · 2026-09-18T23:57:03+00:00 – 2026-09-25T23:57:03+00:002026-09-26 · 51.6 · n=13 · 2026-09-19T23:57:03+00:00 – 2026-09-26T23:57:03+00:002026-09-27 · 49.8 · n=13 · 2026-09-20T23:57:03+00:00 – 2026-09-27T23:57:03+00:002026-09-28 · 50.6 · n=11 · 2026-09-21T23:57:03+00:00 – 2026-09-28T23:57:03+00:002026-09-29 · 54.7 · n=14 · 2026-09-22T23:57:03+00:00 – 2026-09-29T23:57:03+00:002026-09-30 · 63.1 · n=16 · 2026-09-23T23:57:03+00:00 – 2026-09-30T23:57:03+00:002026-10-01 · 63.1 · n=16 · 2026-09-24T23:57:02+00:00 – 2026-10-01T23:57:02+00:002026-10-02 · 68.2 · n=22 · 2026-09-25T23:57:03+00:00 – 2026-10-02T23:57:03+00:002026-10-03 · 68.2 · n=22 · 2026-09-26T08:42:04+00:00 – 2026-10-03T08:42:04+00:00 68.2 09-0409-1209-1909-2610-03
Daily readings & sample sizes
DateScorenScoring window (UTC)
2026-10-0368.2222026-09-26T08:42:04+00:00 – 2026-10-03T08:42:04+00:00
2026-10-0268.2222026-09-25T23:57:03+00:00 – 2026-10-02T23:57:03+00:00
2026-10-0163.1162026-09-24T23:57:02+00:00 – 2026-10-01T23:57:02+00:00
2026-09-3063.1162026-09-23T23:57:03+00:00 – 2026-09-30T23:57:03+00:00
2026-09-2954.7142026-09-22T23:57:03+00:00 – 2026-09-29T23:57:03+00:00
2026-09-2850.6112026-09-21T23:57:03+00:00 – 2026-09-28T23:57:03+00:00
2026-09-2749.8132026-09-20T23:57:03+00:00 – 2026-09-27T23:57:03+00:00
2026-09-2651.6132026-09-19T23:57:03+00:00 – 2026-09-26T23:57:03+00:00
2026-09-2554.4122026-09-18T23:57:03+00:00 – 2026-09-25T23:57:03+00:00
2026-09-2454.4122026-09-17T23:57:03+00:00 – 2026-09-24T23:57:03+00:00
2026-09-2359.6172026-09-16T23:57:03+00:00 – 2026-09-23T23:57:03+00:00
2026-09-2266.1192026-09-15T23:57:03+00:00 – 2026-09-22T23:57:03+00:00
2026-09-2168.2132026-09-14T23:57:03+00:00 – 2026-09-21T23:57:03+00:00
2026-09-2062.6112026-09-13T23:57:03+00:00 – 2026-09-20T23:57:03+00:00
2026-09-1962.9102026-09-12T23:57:03+00:00 – 2026-09-19T23:57:03+00:00
2026-09-1862.9102026-09-11T23:57:02+00:00 – 2026-09-18T23:57:02+00:00
2026-09-1762.9102026-09-10T23:57:03+00:00 – 2026-09-17T23:57:03+00:00
2026-09-1651.282026-09-09T23:57:03+00:00 – 2026-09-16T23:57:03+00:00
2026-09-15—42026-09-08T23:57:03+00:00 – 2026-09-15T23:57:03+00:00
2026-09-1442.952026-09-07T23:57:03+00:00 – 2026-09-14T23:57:03+00:00
2026-09-13—42026-09-06T23:57:03+00:00 – 2026-09-13T23:57:03+00:00
2026-09-12—42026-09-05T23:57:03+00:00 – 2026-09-12T23:57:03+00:00
2026-09-1155.162026-09-04T23:00:04+00:00 – 2026-09-11T23:00:04+00:00
2026-09-1059.582026-09-03T23:00:05+00:00 – 2026-09-10T23:00:05+00:00
2026-09-0968.062026-09-02T23:00:04+00:00 – 2026-09-09T23:00:04+00:00
2026-09-0870.992026-09-01T23:00:03+00:00 – 2026-09-08T23:00:03+00:00
2026-09-0772.992026-08-31T23:00:03+00:00 – 2026-09-07T23:00:03+00:00
2026-09-0672.992026-08-30T23:00:02+00:00 – 2026-09-06T23:00:02+00:00
2026-09-0572.992026-08-29T23:00:03+00:00 – 2026-09-05T23:00:03+00:00
2026-09-0477.9152026-08-28T23:00:03+00:00 – 2026-09-04T23:00:03+00:00

Hacker News · 68.2 · 22 scored comments · Read platform reviews →

ONE MODEL, DIFFERENT COMMUNITIES

Across the communities

Last 7 days

Scored separately for each platform, with different samples and audiences. Platform scores are not simply averaged; scored counts exclude quota-only comments.

RedditLatest scored opinion 2026-10-03 06:54 UTC71.9133 opinionsvs 7d ago −0.7Hacker NewsLatest scored opinion 2026-10-02 20:31 UTC68.222 opinionsvs 7d ago +16.5ZhihuLatest scored opinion 2026-10-02 06:30 UTC59.127 opinionsvs 7d ago −1.3RedNoteLatest scored opinion 2026-10-02 04:01 UTC—4 opinionsInsufficient sample

Scores range from 0 to 100. Select a platform for its trend and reviews. Latest opinion time is not crawler health.

Community reviews

Selected comments from the last 7 days. The balance of excerpts does not represent the share of positive reviews.

Platform
Sentiment

0 selected excerpts

Community reports about limits cannot establish official allowances.

No selected comments for this filter in the last 7 days.

Explore long-term changes & analysis

This version is not yet tracked since release; recent 7-day experience is shown above.

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