Comparison

Local LLM vs Cumbersome

Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.

Head to head
About

Local LLM

Run advanced AI language models directly on your device without needing an internet connection. Explore a variety of quantized models optimized for mobile performance and enjoy features like real-time streaming and local data storage.

Highlights
  • Run AI models locally on iPhone
  • No cloud or internet required
  • Access quantized AI models
  • Supports GGUF-format models
  • Metal GPU acceleration
  • RAG with embeddings
  • SQLite conversation storage
Features
Read full description

MITHRIL is a private AI assistant that runs on your iPhone and iPad. Your conversations are processed on the device and saved on the device. No account, no cloud, no tracking. TWO KINDS OF MODELS • Apple's on-device model, built into iOS 26 on devices with Apple Intelligence. Nothing to download. • Open models from Hugging Face in GGUF format, from companies like Alibaba, Google, Meta, Microsoft, Mistral, DeepSeek and Liquid AI. Browse by company, see whether a model fits your device's memory before you download it, and switch any time. AN ASSISTANT THAT CAN DO THINGS It knows today's date, the time and your city from your device, and asks before it acts. Texts and emails open as drafts for you to review and send. Choose which abilities it can use: • Reminders and calendar events • Texts, email and phone calls • Look up your contacts • Directions and places nearby • Run your Shortcuts • Web search: Wikipedia, DuckDuckGo, or Brave with your own key • Search your own documents • Today's date and exact math PRIVACY YOU CAN SEE The Privacy map shows what runs on your device, what goes online, and exactly what is sent. A web search sends only the search words, never your conversation, and your location is only turned into a city name. A live list shows every network request MITHRIL makes. VOICE Dictate with Apple's speech recognition, or download NVIDIA Parakeet for more accurate on-device transcription. Hear answers in natural voices generated on the device. The floating assistant stays with you in Picture in Picture while you use other apps. FOR THE CURIOUS Tap the speed line under an answer for a live engine dashboard: tokens per second, time to first token, context use, cache hits and memory. REQUIREMENTS iOS 26. Apple's on-device model needs a device with Apple Intelligence. Open models run on any supported iPhone or iPad. Larger models need more memory, and MITHRIL shows what fits before you download. Models are made by their publishers and downloaded from Hugging Face. MITHRIL doesn't train or host models.

About

Cumbersome

Connect directly to AI provider APIs for greater control over model selection and parameters. Compare different AI models, pay per use, and customize responses with advanced features. Supports multiple providers and custom endpoints.

Highlights
  • Direct API connections
  • Multi-provider support
  • Full parameter control
  • Face/Off Mode with AI judge
  • Concurrent chats
  • Edit messages
  • Rich content support
Features
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IMPORTANT: Requires your own provider API keys or an OpenAI-compatible endpoint. I built Cumbersome because consumer AI apps kept dumbing things down. Cumbersome is the manual transmission of AI apps: more complex, but with far greater control. WHY I BUILT THIS Consumer AI apps hide the controls I want and lock me into one provider. I wanted direct API access, the freedom to pick and compare models, and to pay providers for what I use. This is the app I use every day, so I pay attention and try to get it right. SUPPORTED PROVIDERS - ChatGPT / OpenAI - Claude / Anthropic - Gemini / Google AI Studio - OpenRouter multi-provider - Vercel AI Gateway multi-provider - Z.ai - OpenAI-compatible custom endpoints, including Ollama, Azure, LM Studio, Groq, Together, and self-hosted backends WHAT YOU GET - A versatile API client. One app, every major provider and model. - Total control. Pick your model, tune the parameters, switch providers mid-conversation. - Compare models head to head. Stream multiple chats in parallel and let an AI judge pick the best. - Bring your own tools. Local browser use, reasoning, web search, image generation. - Rich, editable conversations. Markdown, LaTeX, code blocks, attachments, edit and export anything. - Private by design. iCloud sync across devices. Nothing saved to our servers. - Native and accessible on iPhone, iPad, and Mac. MAJOR FEATURES ADDED IN 2026 Highlights only. New in 1.74.0: Incognito chats. Search Project documents and conversations with Pro. 2026-09-21: Independent iPad chat windows. 2026-09-14: Read replies aloud as they arrive. Save and Restart after editing. 2026-08-29: Select multiple chats. Mac export/import of all chats. 2026-08-21: Background replies on iOS 26. Question Cards for clarification. 2026-08-18: Web Agent: a shared, interactive browser. 2026-08-06: Highlight passages and attach notes for your next reply. 2026-08-03: Local Python analysis, charts, Mermaid, Markdown export. 2026-07-31: Gemini video. Responses API for custom providers. 2026-07-28: Parallel browser and MCP tools. 2026-07-23: Mind/Meld combines three AI responses into one. 2026-07-18: Full Simplified Chinese support. 2026-07-12: Ghost/Write drafts your next turn. 2026-07-09: Remote MCP servers and tools. 2026-07-02: Chat themes and reading fonts (Serif, Rounded, Mono). 2026-06-28: Folder system message presets. 2026-06-24: Prompt caching, with usage across providers. 2026-06-17: Reusable system presets per conversation. 2026-06-16: Offload long system messages to iCloud Drive. 2026-06-15: Toggle custom API parameters. 2026-06-11: Compact chats to lower API costs. 2026-06-07: Run JavaScript and HTML. 2026-06-04: OpenRouter PDF parsing and search engine options. 2026-05-12: Quick Prompt shortcut and App Visibility on Mac. 2026-05-09: Folders to group and organize chats. 2026-05-03: Collapsible sidebar sections, synced across devices. 2026-04-22: Image generation with OpenAI and Gemini. 2026-04-18: Local browser search and browsing. 2026-04-11: Headless browser mode. 2026-04-03: Searchable model picker. 2026-03-15: Extended thinking and reasoning across providers. 2026-03-09: Auto-delete chats after a set number of days. 2026-02-28: Custom OpenAI-compatible providers. 2026-02-25: Only Search When Requested. 2026-02-24: Image paste, attachment previews, PDF thumbnails. 2026-02-21: Siri and Shortcuts. 2026-02-20: Vercel AI Gateway and model filters. 2026-02-06: Voice Control, Larger Text, higher contrast. 2026-01-11: VoiceOver, Dynamic Type, keyboard navigation. 2026-01-06: OpenRouter integration. THE DEAL Core features are free. An optional Cumbersome Pro subscription adds advanced Project tools and supports ongoing development. You pay providers directly for API usage. I'm Peter, an indie developer in Reno, Nevada, out among the high desert tumbleweed. No VC money. No growth hacking. Just a tool I wanted to exist.

Screenshots

Local LLM4 screens
Cumbersome4 screens

Verdict

The call

The clearest difference is in-app purchases: Local LLM at none against Cumbersome's 2. Cumbersome's advantage is rating (4.9 vs 4.5) and ratings volume (94 vs 15). On price, review sentiment, update cadence and ads there is nothing between them.

Scored on Price · Rating · Positive reviews · Number of ratings · Update frequency · Ads · In-app purchases · Monetization · Best chart rank · Devices · Requires iOS

CostPrice · In-app purchases · Ads · Monetization

Both are free to download. Cumbersome sells 2 in-app purchases, starting at $4.99 per month. Local LLM asks for nothing beyond the download.

ReceptionRating · Positive reviews · Number of ratings

Cumbersome holds the better App Store score, 4.9 against 4.5. That said, the two scores are not equally well evidenced: Cumbersome has 94 ratings behind it against 15, so its average is the more settled of the two. Written reviews complicate that: 89% of Local LLM's written reviews are positive against 88% of Cumbersome's, so the app with the better star average is not the one people write more warmly about.

UpkeepUpdate frequency

Local LLM ships an update every 4 days, Cumbersome every 3 days. The most recent releases landed on October 11, 2026 and October 17, 2026 respectively.

Scorecard4 real differences · 6 level
Local LLM versus Cumbersome: the parameters behind the verdict, then further details
ParameterLocal LLMCumbersome
PriceFreeFree
Rating4.5 (15 ratings)4.9 (94 ratings) — better
Positive reviews88.9% of reviews — better87.5% of reviews
Number of ratings1594 — better
Update frequencyEvery 4 daysEvery 3 days — better
AdsNoNo
In-app purchasesNo — betterYes
MonetizationFreeFree
DevicesiPhone, iPadiPhone, iPad, Mac — better
Requires iOS26.018.0 — better
Further details — not scored
Size23 MB78 MB
Age rating12+17+
DeveloperDEPLOY FORWARD LLCFolding Sky Co

Customer experience

Local LLM

All ratings15 ratings
Positive93.3%
Neutral0.0%
Negative6.7%
Written reviews9 reviews
Positive88.9%
Neutral0.0%
Negative11.1%

Cumbersome

All ratings94 ratings
Positive100.0%
Neutral0.0%
Negative0.0%
Written reviews32 reviews
Positive87.5%
Neutral6.3%
Negative6.3%

In-app purchases

None

Local LLM

No in-app purchases

2 purchases

Cumbersome

Subscriptions2
  • Cumbersome Pro Monthly$4.991 Month
  • Cumbersome Pro Annual$39.991 Year

Questions

Is Local LLM free?
Local LLM is free to download, with no in-app purchases.
Is Cumbersome free?
Cumbersome is free to download, with in-app purchases available.
Which has better reviews, Local LLM or Cumbersome?
Cumbersome is rated higher. Local LLM averages 4.5 out of 5 from 15 ratings, while Cumbersome averages 4.9 from 94 ratings.
Do Local LLM or Cumbersome have ads?
Neither Local LLM nor Cumbersome shows ads.
Which is updated more often, Local LLM or Cumbersome?
Local LLM ships an update every 4 days, and Cumbersome every 3 days. Most recently, Local LLM was updated on October 11, 2026 and Cumbersome on October 17, 2026.

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