Secret AI: Local AI Chat icon

Secret AI: Local AI Chatv1.11.2

Released May 11, 2026Major

iOS Android

The latest major update delivered a 0.86 star rating increase on Android by enabling account-free access. However, technical regressions in model initialization and the introduction of restrictive message caps created significant user friction. The net impact is negative as these functional failures offset the accessibility gains.

What changed

  • New featureAdded ability to import character cards
  • New featureAdded Sarashina2.2-Vision-3B model
  • PerformanceUpdated llama.cpp, MLX, and MNN engines
  • UXFixed bugs and improved user experience

Reception

43/ 100 impact scoreNegative
What worked
  • New feature

    Account-free access drove a 0.86 star improvement in the average Android rating.

What didn't
  • New feature

    backfired

    Introduction of daily message limits triggered negative user sentiment regarding interaction frequency.

  • Performance

    backfired

    Updates to local model engines resulted in persistent failures during model installation and initialization.

How it played out

Retrospective analysisAugust 16, 2026

The average rating improved by 0.86 stars following the latest update, driven by a shift toward positive sentiment regarding account-free access. Despite this, users report new friction points including restrictive daily message limits and persistent model installation failures. The overall momentum remains mixed as technical regressions offset the gains in user accessibility.

+0.86 ★
Sentiment shift
New praises (1)
Users appreciate the ability to use the AI service without mandatory account registrationlowversion-tied
New complaints (2)
Daily chat message caps introduced post-update restrict user interaction frequencymediumversion-tied
Model downloads fail to install or initialize correctly after the updatemediumversion-tied

Marlvel takeaways

  • Address the model initialization failures to stabilize the core local processing functionality.
  • Re-evaluate the daily message limit threshold to mitigate user friction and negative sentiment.
  • Increase the post-update sample size to confirm if the 0.86 star rating gain persists beyond the initial 17-review window.

Original release notes

New Feature: Import Character Card

New Model: Sarashina2.2-Vision-3B

Updated Engines:
- llama.cpp Engine (2026-05-09)
- MLX Engine (2026-05-07)
- MNN Engine (2026-05-08)

Others:
- Fixed bugs and improved user experience

Disclosure: Independent intel to help mobile builders succeed.

AI-powered analysis with automated quality gates, built from publicly available sources. Marlvel.ai is not affiliated with, endorsed by, or sponsored by Secret AI: Local AI Chat, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

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