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GLM · Last 7 days

GLM 5.3

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

Updated 2026-10-04 08:32 UTC · 2026-09-27 – 2026-10-04 UTC
All-platform score70.3/100199 comments in 7 days

Discussion overview

What the full sample discusses

All platforms · 199 eligible comments over 7 days, including usage-limit feedback; deduplicated by source and comment.

  • General text · 79 comments: 51 positive / 23 negative / 5 mixed or neutral
  • Reasoning · 47 comments: 43 positive / 3 negative / 1 mixed or neutral
  • Speed & latency · 36 comments: 18 positive / 9 negative / 9 mixed or neutral
  • Coding · 16 comments: 10 positive / 4 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: −1.8 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 145 · RedNote 5 · Zhihu 27

97 identifiable discussions cover 177/199 comments; the largest has 15. 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 2026-10-04 08:32:03 UTC, GLM 5.3 in the GLM family has 199 explicitly attributed community comments in the last 7 days; its community score is 70.3/100. Available category scores include General text 67.1/100 (n=79); Coding 63.6/100 (n=16); Reasoning 85.6/100 (n=47). Scoring method and sources

RECENT EXPERIENCE

How the Experience Index is changing

−1.7vs 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 · Reddit · 30 days of rolling 7-day experience scores 4050607080 Observed-day mean: 68.1 2026-09-05 · 67.7 · n=99 · 2026-08-29T23:00:03+00:00 – 2026-09-05T23:00:03+00:002026-09-06 · 65.8 · n=102 · 2026-08-30T23:00:02+00:00 – 2026-09-06T23:00:02+00:002026-09-07 · 66.3 · n=82 · 2026-08-31T23:00:03+00:00 – 2026-09-07T23:00:03+00:002026-09-08 · 63.4 · n=82 · 2026-09-01T23:00:03+00:00 – 2026-09-08T23:00:03+00:002026-09-09 · 62.2 · n=86 · 2026-09-02T23:00:04+00:00 – 2026-09-09T23:00:04+00:002026-09-10 · 64.1 · n=95 · 2026-09-03T23:00:05+00:00 – 2026-09-10T23:00:05+00:002026-09-11 · 60.7 · n=80 · 2026-09-04T23:00:04+00:00 – 2026-09-11T23:00:04+00:002026-09-12 · 60.5 · n=93 · 2026-09-05T23:57:03+00:00 – 2026-09-12T23:57:03+00:002026-09-13 · 61.7 · n=87 · 2026-09-06T23:57:03+00:00 – 2026-09-13T23:57:03+00:002026-09-14 · 65.9 · n=100 · 2026-09-07T23:57:03+00:00 – 2026-09-14T23:57:03+00:002026-09-15 · 68.8 · n=98 · 2026-09-08T23:57:03+00:00 – 2026-09-15T23:57:03+00:002026-09-16 · 68.4 · n=102 · 2026-09-09T23:57:03+00:00 – 2026-09-16T23:57:03+00:002026-09-17 · 65.7 · n=92 · 2026-09-10T23:57:03+00:00 – 2026-09-17T23:57:03+00:002026-09-18 · 69.7 · n=95 · 2026-09-11T23:57:02+00:00 – 2026-09-18T23:57:02+00:002026-09-19 · 68.7 · n=85 · 2026-09-12T23:57:03+00:00 – 2026-09-19T23:57:03+00:002026-09-20 · 67.0 · n=97 · 2026-09-13T23:57:03+00:00 – 2026-09-20T23:57:03+00:002026-09-21 · 63.3 · n=121 · 2026-09-14T23:57:03+00:00 – 2026-09-21T23:57:03+00:002026-09-22 · 64.3 · n=127 · 2026-09-15T23:57:03+00:00 – 2026-09-22T23:57:03+00:002026-09-23 · 66.9 · n=139 · 2026-09-16T23:57:03+00:00 – 2026-09-23T23:57:03+00:002026-09-24 · 70.7 · n=143 · 2026-09-17T23:57:03+00:00 – 2026-09-24T23:57:03+00:002026-09-25 · 69.2 · n=141 · 2026-09-18T23:57:03+00:00 – 2026-09-25T23:57:03+00:002026-09-26 · 72.7 · n=143 · 2026-09-19T23:57:03+00:00 – 2026-09-26T23:57:03+00:002026-09-27 · 73.2 · n=139 · 2026-09-20T23:57:03+00:00 – 2026-09-27T23:57:03+00:002026-09-28 · 76.2 · n=115 · 2026-09-21T23:57:03+00:00 – 2026-09-28T23:57:03+00:002026-09-29 · 73.7 · n=135 · 2026-09-22T23:57:03+00:00 – 2026-09-29T23:57:03+00:002026-09-30 · 74.6 · n=137 · 2026-09-23T23:57:03+00:00 – 2026-09-30T23:57:03+00:002026-10-01 · 75.0 · n=128 · 2026-09-24T23:57:02+00:00 – 2026-10-01T23:57:02+00:002026-10-02 · 74.0 · n=132 · 2026-09-25T23:57:03+00:00 – 2026-10-02T23:57:03+00:002026-10-03 · 70.9 · n=136 · 2026-09-26T23:57:02+00:00 – 2026-10-03T23:57:02+00:002026-10-04 · 71.4 · n=140 · 2026-09-27T08:32:03+00:00 – 2026-10-04T08:32:03+00:00 71.4 09-0509-1309-2009-2710-04 GLM 5.3 · Reddit · 30 days of rolling 7-day experience scores 4050607080 Observed-day mean: 68.1 2026-09-05 · 67.7 · n=99 · 2026-08-29T23:00:03+00:00 – 2026-09-05T23:00:03+00:002026-09-06 · 65.8 · n=102 · 2026-08-30T23:00:02+00:00 – 2026-09-06T23:00:02+00:002026-09-07 · 66.3 · n=82 · 2026-08-31T23:00:03+00:00 – 2026-09-07T23:00:03+00:002026-09-08 · 63.4 · n=82 · 2026-09-01T23:00:03+00:00 – 2026-09-08T23:00:03+00:002026-09-09 · 62.2 · n=86 · 2026-09-02T23:00:04+00:00 – 2026-09-09T23:00:04+00:002026-09-10 · 64.1 · n=95 · 2026-09-03T23:00:05+00:00 – 2026-09-10T23:00:05+00:002026-09-11 · 60.7 · n=80 · 2026-09-04T23:00:04+00:00 – 2026-09-11T23:00:04+00:002026-09-12 · 60.5 · n=93 · 2026-09-05T23:57:03+00:00 – 2026-09-12T23:57:03+00:002026-09-13 · 61.7 · n=87 · 2026-09-06T23:57:03+00:00 – 2026-09-13T23:57:03+00:002026-09-14 · 65.9 · n=100 · 2026-09-07T23:57:03+00:00 – 2026-09-14T23:57:03+00:002026-09-15 · 68.8 · n=98 · 2026-09-08T23:57:03+00:00 – 2026-09-15T23:57:03+00:002026-09-16 · 68.4 · n=102 · 2026-09-09T23:57:03+00:00 – 2026-09-16T23:57:03+00:002026-09-17 · 65.7 · n=92 · 2026-09-10T23:57:03+00:00 – 2026-09-17T23:57:03+00:002026-09-18 · 69.7 · n=95 · 2026-09-11T23:57:02+00:00 – 2026-09-18T23:57:02+00:002026-09-19 · 68.7 · n=85 · 2026-09-12T23:57:03+00:00 – 2026-09-19T23:57:03+00:002026-09-20 · 67.0 · n=97 · 2026-09-13T23:57:03+00:00 – 2026-09-20T23:57:03+00:002026-09-21 · 63.3 · n=121 · 2026-09-14T23:57:03+00:00 – 2026-09-21T23:57:03+00:002026-09-22 · 64.3 · n=127 · 2026-09-15T23:57:03+00:00 – 2026-09-22T23:57:03+00:002026-09-23 · 66.9 · n=139 · 2026-09-16T23:57:03+00:00 – 2026-09-23T23:57:03+00:002026-09-24 · 70.7 · n=143 · 2026-09-17T23:57:03+00:00 – 2026-09-24T23:57:03+00:002026-09-25 · 69.2 · n=141 · 2026-09-18T23:57:03+00:00 – 2026-09-25T23:57:03+00:002026-09-26 · 72.7 · n=143 · 2026-09-19T23:57:03+00:00 – 2026-09-26T23:57:03+00:002026-09-27 · 73.2 · n=139 · 2026-09-20T23:57:03+00:00 – 2026-09-27T23:57:03+00:002026-09-28 · 76.2 · n=115 · 2026-09-21T23:57:03+00:00 – 2026-09-28T23:57:03+00:002026-09-29 · 73.7 · n=135 · 2026-09-22T23:57:03+00:00 – 2026-09-29T23:57:03+00:002026-09-30 · 74.6 · n=137 · 2026-09-23T23:57:03+00:00 – 2026-09-30T23:57:03+00:002026-10-01 · 75.0 · n=128 · 2026-09-24T23:57:02+00:00 – 2026-10-01T23:57:02+00:002026-10-02 · 74.0 · n=132 · 2026-09-25T23:57:03+00:00 – 2026-10-02T23:57:03+00:002026-10-03 · 70.9 · n=136 · 2026-09-26T23:57:02+00:00 – 2026-10-03T23:57:02+00:002026-10-04 · 71.4 · n=140 · 2026-09-27T08:32:03+00:00 – 2026-10-04T08:32:03+00:00 71.4 09-0509-1309-2009-2710-04
Daily readings & sample sizes
DateScorenScoring window (UTC)
2026-10-0471.41402026-09-27T08:32:03+00:00 – 2026-10-04T08:32:03+00:00
2026-10-0370.91362026-09-26T23:57:02+00:00 – 2026-10-03T23:57:02+00:00
2026-10-0274.01322026-09-25T23:57:03+00:00 – 2026-10-02T23:57:03+00:00
2026-10-0175.01282026-09-24T23:57:02+00:00 – 2026-10-01T23:57:02+00:00
2026-09-3074.61372026-09-23T23:57:03+00:00 – 2026-09-30T23:57:03+00:00
2026-09-2973.71352026-09-22T23:57:03+00:00 – 2026-09-29T23:57:03+00:00
2026-09-2876.21152026-09-21T23:57:03+00:00 – 2026-09-28T23:57:03+00:00
2026-09-2773.21392026-09-20T23:57:03+00:00 – 2026-09-27T23:57:03+00:00
2026-09-2672.71432026-09-19T23:57:03+00:00 – 2026-09-26T23:57:03+00:00
2026-09-2569.21412026-09-18T23:57:03+00:00 – 2026-09-25T23:57:03+00:00
2026-09-2470.71432026-09-17T23:57:03+00:00 – 2026-09-24T23:57:03+00:00
2026-09-2366.91392026-09-16T23:57:03+00:00 – 2026-09-23T23:57:03+00:00
2026-09-2264.31272026-09-15T23:57:03+00:00 – 2026-09-22T23:57:03+00:00
2026-09-2163.31212026-09-14T23:57:03+00:00 – 2026-09-21T23:57:03+00:00
2026-09-2067.0972026-09-13T23:57:03+00:00 – 2026-09-20T23:57:03+00:00
2026-09-1968.7852026-09-12T23:57:03+00:00 – 2026-09-19T23:57:03+00:00
2026-09-1869.7952026-09-11T23:57:02+00:00 – 2026-09-18T23:57:02+00:00
2026-09-1765.7922026-09-10T23:57:03+00:00 – 2026-09-17T23:57:03+00:00
2026-09-1668.41022026-09-09T23:57:03+00:00 – 2026-09-16T23:57:03+00:00
2026-09-1568.8982026-09-08T23:57:03+00:00 – 2026-09-15T23:57:03+00:00
2026-09-1465.91002026-09-07T23:57:03+00:00 – 2026-09-14T23:57:03+00:00
2026-09-1361.7872026-09-06T23:57:03+00:00 – 2026-09-13T23:57:03+00:00
2026-09-1260.5932026-09-05T23:57:03+00:00 – 2026-09-12T23:57:03+00:00
2026-09-1160.7802026-09-04T23:00:04+00:00 – 2026-09-11T23:00:04+00:00
2026-09-1064.1952026-09-03T23:00:05+00:00 – 2026-09-10T23:00:05+00:00
2026-09-0962.2862026-09-02T23:00:04+00:00 – 2026-09-09T23:00:04+00:00
2026-09-0863.4822026-09-01T23:00:03+00:00 – 2026-09-08T23:00:03+00:00
2026-09-0766.3822026-08-31T23:00:03+00:00 – 2026-09-07T23:00:03+00:00
2026-09-0665.81022026-08-30T23:00:02+00:00 – 2026-09-06T23:00:02+00:00
2026-09-0567.7992026-08-29T23:00:03+00:00 – 2026-09-05T23:00:03+00:00

Reddit · 71.4 · 140 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 2026-10-04 04:41 UTC71.4140 opinionsvs 7d ago −1.7Hacker NewsLatest scored opinion 2026-10-02 20:31 UTC68.222 opinionsvs 7d ago +18.4ZhihuLatest scored opinion 2026-10-02 06:30 UTC59.127 opinionsvs 7d ago −10.9RedNoteLatest scored opinion 2026-10-03 12:32 UTC52.45 opinionsvs 7d ago Not enough history

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

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

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