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🔥🔥🔥🔥 Starting from 2026-07-13 , Codex's (to Server) response speed dropped threefold ( ⬇️ 3X). 🔥🔥🔥 #34064

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Description

@Accademia

What version of the Codex App are you using (From “About Codex” dialog)?

26.715.31925

What subscription do you have?

200USD Pro

What platform is your computer?

MacOS 26.5.2 ARM

What issue are you seeing?

Codex GPT-5.6-Sol / 5.5-Pro latency regression / slow SSE streaming

I am seeing a significant latency regression when using Codex with gpt-5.6-sol.

This is not just subjective slowness. I compared recent local telemetry against my July 13 baseline using Cockpit/Codex request logs.

Current measurement

Measured at: 2026-07-18 13:21-13:22 (New York time)

Metric Current 30-minute window July 13 baseline
First response median 11.1s 2.7s
First response P90 40.3s 19s
Full request median 20.1s 11.4s
Full request P90 98.8s 38s

Current state

  • Around 44 established local Codex/Cockpit connections.
  • 21 requests started within the last 60 minutes but had not completed.
  • 15 of those had not yet received the first streaming chunk.
  • No recent 429 Too Many Requests errors were observed.
  • No recent server_is_overloaded errors were observed.
  • Some failures were cyber_policy, but those appear unrelated to the latency issue.

Summary

The severe overload / 429 errors appear reduced, but streaming latency has not returned to the July 13 baseline. The main remaining issue is high tail latency: first chunks and full completions are still much slower than before, especially at P90.

This affects active Codex development sessions because many tasks wait a long time before receiving the first response, even when the request eventually succeeds with HTTP 200.

Question

Is there an ongoing GPT-5.6 Sol / Codex streaming latency issue, especially for SSE-based streaming? If so, is there a recommended workaround or expected recovery timeline?

What steps can reproduce the bug?

NA

What is the expected behavior?

No response

Additional information

Feedback ID : 019e2c27-8d57-7ff1-8189-26d8db36913f

Activity

  1. added
    appIssues related to the Codex desktop app
    on Jul 18, 2026
  2. added
    bugSomething isn't working
    connectivityIssues involving networking or endpoint connectivity problems (disconnections)
    on Jul 18, 2026
  3. Accademia commented on Jul 19, 2026

    @Accademia
    Author

    What issue are you seeing?

    Codex GPT-5.6 Sol daily latency regression

    I am seeing a sustained latency regression in Codex when using gpt-5.6-sol.

    The charts use daily averages grouped by New York date (EDT). July 12 is normalized to 100%. July 11 and July 19 are partial days because the retained dataset starts at 16:47 EDT on July 11 and July 19 was still in progress when the report was generated.

    🔥🔥🔥 performance dropped 3X

    Image

    🔥🔥🔥 Latency tripled

    Image

    Daily results

    New York date Successful requests Mean full-request latency Median P90 Performance index
    2026-07-11 (partial) 7,849 20.62s 12.40s 45.21s 87.1%
    2026-07-12 37,717 17.95s 11.51s 32.58s 100.0%
    2026-07-13 40,190 28.95s 12.48s 58.73s 62.0%
    2026-07-14 29,577 48.84s 14.50s 120.05s 36.8%
    2026-07-15 26,211 56.23s 13.71s 149.98s 31.9%
    2026-07-16 26,130 59.71s 20.38s 152.83s 30.1%
    2026-07-17 38,157 46.40s 22.13s 116.51s 38.7%
    2026-07-18 30,714 46.18s 17.11s 104.64s 38.9%
    2026-07-19 (partial) 22,426 59.26s 26.05s 154.13s 30.3%

    Method

    Performance index = July 12 daily mean latency / observed daily mean latency x 100

    This is a latency-derived throughput proxy, not measured tokens/sec. It includes every successful gpt-5.6-sol text request with a recorded positive full-request duration. Failed requests are excluded. First-response timing is not shown because retained first-chunk logs do not cover the full period.

    The live database and migration backups contain no comparable full-request latency records before July 11 at 16:47 EDT. Earlier days therefore cannot be plotted reliably. The partial July 11 sample was 87.1% of the July 12 baseline, so the available evidence does not show that performance was continuously at 100% before July 12.

    Summary

    • Mean full-request latency increased from 17.95s on July 12 to 59.26s on July 19 so far: approximately 3.30x slower.
    • The latency-derived performance index fell from 100% to 30.3%.
    • The P90 increased from 32.58s to 154.13s, showing a particularly severe long-tail regression.
    • The regression is visible across consecutive daily aggregates, not only isolated samples.

    Please investigate whether there is an ongoing Codex / gpt-5.6-sol request and streaming latency regression.

    Other

    I am not sure if Codex's recent free token reset for so many users has caused server congestion, leading to a massive drop in request performance. I am currently running more than 10 "20x Pro" accounts in parallel to develop different modules for a single project. Even though I pay over $2,000 per month, our project progress has slowed down by a factor of three over the past week.

    🤮🤮🤮🤮🤮

    I hope you can prioritize guaranteeing that performance does not drop for paying users before giving everyone token reset opportunities. As things stand, even if I wanted to spend more money to buy more tokens, it wouldn't help because the speed ceiling is completely bottlenecked. Because the request speed has dropped threefold, the token consumption rate has become too slow, meaning our current token quota cannot even be used up.

    Therefore, I hope you can restore the performance to what it was before July 12th. If some users feel they are consuming tokens too quickly, you could offer them an option to intentionally reduce their response speed by three times (down to the current speed level). This way, everyone can get exactly what they need.

    What steps can reproduce the bug?

    NA

    What is the expected behavior?

    No response

    Additional information

    No response

  4. dezmen3 commented on Jul 22, 2026

    @dezmen3

    It's real. My usual prompt task takes 30-40 minutes to execute, since few weeks now it's always over 1h to 2h :/ It's like it has some delay between server calls. Last time i had similar when i had many session files, after cleaning up session folder, logs, temp files, everything except memories and auth, it worked blazzing fast, now those steps do nothing

    Windows 11 x64, codex cli 0.145.0

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