# 熊猫吃短信2 - 垃圾短信拦截

> Offline machine learning SMS filtering and categorization app. (iPhone/iPad app by Early Moon, LLC.)

- Source: https://appshunter.io/ios/app/2/id1642682818 (this page in markdown: same URL + `.md`)
- Developer: [Early Moon, LLC](https://appshunter.io/developer/1119881923)
- Category: Utilities, Lifestyle
- Price: Free with in-app purchases
- Rating: 4.60/5 from 233 App Store ratings · 75 written reviews indexed
- Age rating: 4+
- Requires: iOS 16.0 · 14 MB
- Languages: American English
- Released: 2022-09-15
- Data updated: 2026-08-25
- Monetization: free with in-app purchases
- User reviews in markdown: https://appshunter.io/ios/app/2/id1642682818/reviews.md

## What is 熊猫吃短信2?

广受欢迎的「熊猫吃短信」推出了 2.0 版本，使用新的机器学习模型架构，更加准确，也支持了更多的分类。

全面适配 iOS 16 的最新的短信分类，在正常短信、垃圾短信之外能够识别更加细致的短信分类：财务（银行信息、保险、理财、水电费）、订单（取件码、物流、订单状态、旅游出行）、运营商、天气等等。

熊猫吃短信创新性的使用 CoreML 机器学习框架在手机端离线拦截垃圾短信。我们不上传用户短信，拒绝云端识别。


我们依靠广大的用户群体主动向我们举报垃圾短信来建立机器学习的样本库。然后使用基于统计学的机器学习算法从百万条各类短信样本中学习而成。无需用户配置任何关键词，它通过识别一个短信的语义特征，自己就可以精准的判断收到的短信是正常短信、公益短信、交易记录还是广告骚扰短信等等。

如果熊猫有判断失误的时候，大家可以在 App 里面投喂新的短信样本帮助熊猫进化，喂养越多熊猫越聪明。


** 隐私条款：熊猫会收集哪些信息？**

「熊猫吃短信」不会收集您的任何信息，更不会上传您的短信内容。如果您自愿向熊猫提交短信样本，那么会收集脱敏后的短信文本以及一个您标注是否是垃圾短信的数字，仅此两项数据。

https://baye.tech/privacy-policy.html


使用条款
https://www.apple.com/legal/internet-services/itunes/dev/stdeula/

## Key features

- Machine learning SMS filtering
- Offline processing
- Detailed message categorization
- User-contributed learning
- Privacy-focused

## Pricing and in-app purchases

Base price: Free.

**Subscriptions**

| Subscription | Price | Period |
| --- | --- | --- |
| 订阅机器学习模型（按月） | $0.49 | per month |
| 订阅机器学习模型（按年） | $0.99 | per year |


## What do users think of 熊猫吃短信2?

Overall sentiment: mixed

**Pros**

- 👍 Stable and reliable
- 👍 High update frequency
- 👍 Good at filtering spam
- 👍 Useful AI recognition
- 👍 Simple and practical UI
- 👍 Affordable subscription
- 👍 Good value for money
- 👍 Effective spam filtering
- 👍 AI learning capability
- 👍 Trustworthy app
- 👍 Useful utility tool

**Cons**

- 👎 AI filtering ineffective
- 👎 Cannot block certain numbers
- 👎 Accuracy decreasing
- 👎 Misintercepts important alerts
- 👎 Subscription issues with region changes
- 👎 UI animation stuttering
- 👎 UI looks dated
- 👎 Increased notifications
- 👎 Cannot redirect public service SMS
- 👎 Does not meet expectations
- 👎 Outdated compared to spam evolution
- 👎 UI is ugly
- 👎 No upgrade discount for old users
- 👎 Feels like old features are resold
- 👎 Subscription model disliked

**Commonly reported bugs**

- Custom rules not syncing across devices
- Subscription invalid after changing region
- iOS 18 functionality not working
- Software logic bug with SMS redirection
- Old version UI appears after upgrade

**Most requested features**

- Custom rule migration or iCloud sync
- Batch import keywords
- Permanent in-app purchase option
- Regular expression support
- iCloud sync for custom rules
- English version for English SMS filtering
- Customizable rule examples
- Android version

## Recent user reviews (10 of 75)

All indexed reviews: https://appshunter.io/ios/app/2/id1642682818/reviews.md

### 1/5 — 订阅检查过于严格

*2026-08-18*

从一代开始用的老用户了，订阅差不多也付费用了三年，最近还是决定取消自动续费&到期后可能换别的了。日常挂着其他地区的帐户，每次点开始就是无订阅的人状态，估摸着这三年是白送钱的情况。而且比起以前的一次性付费的模式，我估计现在反馈短信的人也少了不少，毕竟以前大家你帮我我帮你都用得上。现在免费用户反馈了，也用不上最新的模型；付费用户：什么？我付费还要做人肉数据筛选的工作？那我和没付费有什么区别。

### 5/5 — 好用

*2026-07-10*

最好用的拦截app

### 5/5 — 非常好

*2026-06-14*

便宜好用，最主要的是没有了叮咚咚的垃圾短信提醒，世界一下子就安静了

### 5/5 — 👍稳定，靠谱

*2026-03-20*

👍

### 4/5 — 建议增加一个自定义规则迁移或同步功能

*2026-01-09*

建议增加一个自定义规则迁移或iCloud同步功能，现在换手机自定义规则完全没法同步过去，甚至都没法在旧手机上手动复制再编辑到新手机上，很难用

### 1/5 — 你们删我评论我还是会继续写，这个软件是木马，通过拦截短信的方式修改付费appid的密码来窃取账号。

*2025-12-21*

你们删我评论我还是会继续写，这个软件是木马，通过拦截短信的方式修改付费appid的密码来窃取账号。

**Developer response:** 大哥，开发者不知道你订阅时用的 apple id 是什么，既拿不到你的邮箱也拿不到你的手机号，怎么可能会一直登录你的账号。你以为拦截短信会知道你的手机号，实际上 Apple 根本不会分享收件手机号是什么。从头到尾都不知道你是谁，怎么能窃取你账号。

### 5/5 — 更新频率高也很有用

*2025-12-06, version 25.12.0*

对中英文垃圾短信过滤效果都不错，作者更新频率也高

### 1/5 — 二代完全跟不上时代

*2025-10-20*

骚扰短信一直在进步而2代效果完全跟不上；
二代的ai过滤完全没什么效果，逼得我自定义规则；但是自定义完一样不能屏蔽10000、10001的骚扰短信，我已经将回收站的短信都删除了 也没有三次回复依旧无法屏蔽短信。
差评

**Developer response:** 您好，您看一下不能屏蔽的短信是否在「已知联系人」里面呢，只要是「已知联系人」iOS 都不让过滤的。

### 2/5 — 准确率越来越差

*2025-09-30*

iOS 26误拦截频率已经到了没法继续使用下去的地步；一周内先后拦截了流量超出提醒和机票购票提醒。已弃用。

**Developer response:** 您好，iOS 26 默认不再提醒「交易信息」短信了，您可以在系统设置的「允许通知」里选中「个人」和「交易信息」就会提醒了。

### 1/5 — 完全没用

*2025-09-23*

不管是1还是2都订阅了，完全没用，关键词拦截都设置好，垃圾短信该怎么来还是怎么来

## Frequently asked questions about 熊猫吃短信2

### What does this app do?

This app uses advanced machine learning models to filter and categorize your text messages. It goes beyond basic spam detection to identify and sort messages into categories like financial, orders, and weather, all processed locally on your device for maximum privacy.

### How does the app ensure privacy?

The app processes all message filtering and categorization offline on your device using CoreML. It explicitly states that it does not upload or collect your text message content. Only anonymized text and your classification are collected if you voluntarily submit message samples to help the app learn.

### How does the machine learning work?

The app's machine learning models are trained on a vast dataset of anonymized SMS messages reported by users. It learns to identify semantic features of messages to accurately distinguish between normal, transactional, and spam messages without requiring manual keyword configuration.

### Can I help the app improve?

Yes, you can help improve the app's accuracy by 'feeding' it new message samples within the app. When the app misclassifies a message, you can report it, which helps the machine learning models learn and become smarter over time.

### What are the categories of messages it can identify?

Beyond general spam, the app can identify more granular categories such as financial messages (bank, insurance, utilities), order-related messages (pickup codes, logistics, travel), operator messages, and weather alerts.

## Version history (last 5 releases)

### 26.8.2 — 2026-08-21

更新 AI 知识库到 8 月 18 日。请注意升级 iOS 大版本后可能会重置系统设置里的过滤选项，如果过滤失效，请检查下系统设置哦。

### 26.8.1 — 2026-08-12

更新 AI 知识库到 8 月 10 日。请注意升级 iOS 大版本后可能会重置系统设置里的过滤选项，如果过滤失效，请检查下系统设置哦。

### 26.8.0 — 2026-08-10

更新 AI 知识库到 8 月 1 日。请注意升级 iOS 大版本后可能会重置系统设置里的过滤选项，如果过滤失效，请检查下系统设置哦。

### 26.7.3 — 2026-07-31

更新 AI 知识库到 7 月 20 日。请注意升级 iOS 大版本后可能会重置系统设置里的过滤选项，如果过滤失效，请检查下系统设置哦。

### 26.7.2 — 2026-07-08

更新 AI 知识库到 7 月 7 日。请注意升级 iOS 大版本后可能会重置系统设置里的过滤选项，如果过滤失效，请检查下系统设置哦。

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## More apps by Early Moon, LLC

- [熊猫吃短信 - 旧版](https://appshunter.io/ios/app/id1319191852)
- [ServerCat - SSH Terminal](https://appshunter.io/ios/app/servercat-ssh-terminal/id1501532023)
- [DAMA - Auto Redact Privacy](https://appshunter.io/ios/app/dama-auto-redact-privacy/id1534690075)
- [DevPal - App Sales Report](https://appshunter.io/ios/app/devpal-app-sales-report/id1534709966)
- [OpenCat - AI Chat, Agent, MCP](https://appshunter.io/ios/app/opencat-ai-chat-agent-mcp/id6445999201)

All apps by Early Moon, LLC: https://appshunter.io/developer/1119881923

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*Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-08-25.*