Local LLM: MITHRIL

DEPLOY FORWARD LLC · iOS

Local LLM: MITHRIL

Explore the ad evidence, study the storefront, and build your next acquisition hypothesis.

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01 / Creative research

Turn the unknowns into a research plan.

01

Check the acquisition promise

Read the store headline, screenshots and description. What problem is the app promising to solve?

Study the storefront
02

Look for ad evidence

Explore apps with direct store-link matches. Compare their hooks and formats without assuming the same approach works here.

Browse observed advertisers
03

Separate demand from paid growth

Store rankings and revenue estimates describe market context. They do not establish ad spend, conversions or ROAS.

Review the market context

02 / Storefront & product

Where the click lands.

Study the product story and store experience behind the acquisition funnel.

Screenshots

Local LLM: MITHRIL screenshot 1Local LLM: MITHRIL screenshot 2Local LLM: MITHRIL screenshot 3Local LLM: MITHRIL screenshot 4Local LLM: MITHRIL screenshot 5Local LLM: MITHRIL screenshot 6

03 / Market context

The business behind the app.

Keep revenue, downloads and store rankings separate from advertising performance.

How Much Does Local LLM: MITHRIL Make?

Monthly Revenue
$1.0K
Annualized estimate
$12.0K
Per Download
$1.00

Platform Performance

🍎iOS
Revenue
$1.0K
Downloads
1.0K
Rating
4.4 (10)

Rating Distribution

4.4
★★★★
10 reviews
5
10%
4
0%
3
0%
2
20%
1
70%

Top Countries

🇨🇦 CA🇺🇦 UA🇷🇺 RU
Reviews (3)
★★★★★izuski23Xx1/15/2026
bug in iPhone xs

Bug Report: Model Persistence and Startup Errors (iPhone XS) App Version: Mithril (Local LLM) Device: iPhone XS iOS Version: [ ios 18.3.2] Issue Summary I am experiencing two main issues regarding model management and app startup: Redundant Download Prompt: After successfully importing and downloading a custom model, the app prompts me to download it again every time I select it. ExecuTorch Error: Every time the app opens, an "ExecuTorch error" appears, even though the model is already present on the device. Steps to Reproduce Import a custom model and complete the download process. Select the model for use. Observe the prompt asking to download the model again. (Current workaround: I close/force-quit the app to bypass this). Re-open the app and observe the "ExecuTorch error" notification upon startup. Expected Behavior The app should recognize that the model is already stored locally and load it immediately without re-triggering the download prompt. The app should launch without ExecuTorch errors if the model files are valid and present. Additional Notes Despite the error messages, the model does eventually work if I bypass the prompts. I am using an iPhone XS, so there may be specific optimizations or memory constraints related to older A12 Bionic hardware that are triggering these flags.

★★★★Dallin Bastian1/3/2026
Works as described so far

I’ve just started using the app and it’s working as described. There is one critical feature missing. It must have a way to quickly copy the generated text. Each request and response needs to be able to be copied easily. Preferably with a button or a shortcut. I will update my rating to 5 stars a fast as possible when this feature is added. If there is a stretch goal for this app I would like to be able to use text2image models as well. Great job, and keep up the great work.

★★★★★the_real_Oo12/15/2025
Perfect for local models

This works better then I would expect on a phone. Would love to be able to host an openai style service on it with it.

Version History (11)
1.6.210/13/2025
1.6.110/8/2025
1.6.010/3/2025
1.5.010/1/2025
1.4.19/28/2025
1.4.09/23/2025
1.3.39/22/2025
1.3.29/13/2025
1.2.09/10/2025
1.1.09/9/2025
Available In (111 Countries)
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Supported Languages (1)
English
App Details

Run quantized large language models directly on your iPhone. No cloud, no internet required. Access state-of-the-art quantized AI models optimized fo...

iOS App ID
6751945393
Content Rating
13+
Min OS
15.1
Size
51.9 MB
Publisher
DEPLOY FORWARD LLC