Comparison

TokenCounter vs iCoderAgent

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

Head to head
About

TokenCounter

Features
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TokenCounter is the simplest way to keep tabs on what your Anthropic API account is costing this month β€” without giving up your privacy. Paste your Admin API key once, and the app fetches live cost data straight from Anthropic to your iPhone. You'll see: β€’ Month-to-date spend across your whole organization β€’ Today's intra-day cost estimate (Anthropic's daily report only closes yesterday's bucket; we add a token-priced estimate of today) β€’ Breakdown by model β€’ Quick visual sense of whether you're under, on track, or over your usual monthly burn β€’ A monthly spend limit you set on-device, with a gauge that warns as you approach it β€’ An optional alert the first time you cross 90% of your limit in a month TokenCounter does not have a server. The app talks directly from your iPhone to api.anthropic.com using your key. Nothing about your account, key, usage, or cost ever passes through any third party β€” including us. WHY YOU'LL LIKE IT β€’ No account to create. β€’ No analytics, no crash reporting, no advertising SDKs, no third-party trackers. Zero. β€’ Your Admin API key is stored only in the iOS Keychain on this device, protected by Face ID / Touch ID / your passcode. β€’ One-tap "Disconnect" in Settings wipes the key from Keychain. β€’ Native SwiftUI, no web views for data, no bloated frameworks. WHAT YOU NEED TokenCounter reads from Anthropic's Admin API, which requires: 1. An organizational Anthropic account (admin keys aren't available on individual accounts). 2. An Admin API key. The onboarding flow walks you through creating both. If you already have them, it's about 30 seconds to be up and running. WHO IT'S FOR Developers, founders, and ML engineers who use Anthropic's API every day and want a fast way to check spend without logging into the Console on the web. Especially useful if you're testing prompts that could rack up cost quickly and you want a glanceable number on your home screen. PRIVACY See maximumimpact.studio/tokencounter/privacy for the full policy. TL;DR: we don't collect any data because we have nowhere to put it.

About

iCoderAgent

Generate, debug, and refactor code on your mobile device. This AI-powered assistant supports multiple AI models and languages, offering an embedded Python interpreter for local project execution. It provides autonomous coding workflows and integrates with a companion macOS app for enhanced capabilities.

Highlights
  • Generate production-ready code
  • Debug and fix bugs
  • Explain complex codebases
  • Build REST APIs and websites
  • Support for multiple programming languages
  • Embedded Python interpreter
  • Autonomous coding workflows
Features
Read full description

iCoderAgent is a mobile AI coding assistant for iPhone and iPad.It Build software on move with iCoderAgentβ€”your personal AI software engineer. Generate code, debug errors, explain complex logic, refactor projects, create APIs, write SQL, and develop apps directly from your iPhone or iPad using your favourite AI model. Bring Your Own AI : Choose the model that works best for you. Your API keys remain under your control. They are securely stored in the iOS Keychain and sent directly to the AI provider you choose. Compatible with 1. Anthropic Claude 2. OpenAI 3. Google Gemini 4. xAI Grok 5. DeepSeek 6. Kimi 7. Hugging Face 8. OpenRouter 9. Ollama 10. Apple MLX-LM Benefits of iCoderAgent: - Generate production-ready code - Debug and fix bugs - Explain any codebase - Build REST APIs - Write SQL - Create documentation - Build websites - Support for Swift, Python, JavaScript, TypeScript, SQL, Java, C++, HTML, CSS and more iCoderAgent runs an embedded Python interpreter on-device with a sandboxed tool system, so the agent can read and write project files, run database queries, search code, and use version control within an isolated workspace. An optional autonomous build loop can plan, execute, and verify a task end to end. A companion macOS application can optionally run builds and tests on the user's own computer. iCoderAgent Unique Values : - Runs natively on iPhone and iPad - Bring Your Own AI provider Key - Embedded Python execution - Autonomous coding workflows - Local project workspace with folder access - Optional macOS, windows, linux companion for more complex projects - Multiple LLM AI providers support - Privacy-first design Subscriptions provide a monthly quota of "conversations" (one query plus one response) and chat-history retention; users still pay their AI provider directly for model usage. The free plan now covers one single-page web project; subscriptions unlock the other project types, folders and connecting a laptop or cloud host. This apps is offering following auto-renewable subscriptions. 1. Scale - 5000 conversations/month,1000 chat history, BYOK AI Model - Title of auto-renewing subscription : Scale - Length of subscription - Monthly auto renewal subscription - App privacy policy - https://aidigiapps.com/icoderagent/privacy.html and Terms of Use (EULA) - https://www.apple.com/legal/internet-services/itunes/dev/stdeula/ 2. Growth - 1550 conversations/month,300 chat history, BYOK AI Model - Title of auto-renewing subscription : Growth - Length of subscription - Monthly auto renewal subscription - App privacy policy - https://aidigiapps.com/icoderagent/privacy.html and Terms of Use (EULA) - https://www.apple.com/legal/internet-services/itunes/dev/stdeula/ 3. Starter - 500 conversations/month,100 chat history, BYOK AI Model - Title of auto-renewing subscription : Starter - Length of subscription - Monthly auto renewal subscription - App privacy policy - https://aidigiapps.com/icoderagent/privacy.html and Terms of Use (EULA) - https://www.apple.com/legal/internet-services/itunes/dev/stdeula/ Encryption usage: the app relies only on standard, industry-standard encryption. All network communication uses HTTPS/TLS, and sensitive values such as API keys and authentication tokens are stored in the iOS Keychain. The app contains no proprietary or non-standard cryptographic implementations.

Screenshots

TokenCounter2 screens
iCoderAgent4 screens

Verdict

The call

The clearest difference is update cadence: iCoderAgent at every 5 days against TokenCounter's fortnightly. On price, ads, in-app purchases and device support there is nothing between them.

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

CostPrice Β· In-app purchases Β· Ads Β· Monetization

Both are free to download. Neither carries in-app purchases, so what you see is what you pay.

UpkeepUpdate frequency

TokenCounter ships an update fortnightly, iCoderAgent every 5 days. Both last shipped on October 25, 2026.

Scorecard1 real difference Β· 7 level
TokenCounter versus iCoderAgent: the parameters behind the verdict, then further details
ParameterTokenCounteriCoderAgent
PriceFreeFree
Positive reviewsβ€”100.0% of reviews
Update frequencyFortnightlyEvery 5 days β€” better
AdsNoNo
In-app purchasesNoNo
Monetizationβ€”Subscription
DevicesiPhoneiPhone, iPad β€” better
Requires iOS17.016.4 β€” better
Further details β€” not scored
Size1 MB209 MB
Age rating4+4+
DeveloperArunjeet SinghMahesh Shinde

In-app purchases

None

TokenCounter

No in-app purchases

None

iCoderAgent

No in-app purchases

Questions

Is TokenCounter free?
TokenCounter is free to download, with no in-app purchases.
Is iCoderAgent free?
iCoderAgent is free to download, with no in-app purchases.
Do TokenCounter or iCoderAgent have ads?
Neither TokenCounter nor iCoderAgent shows ads.
Which is updated more often, TokenCounter or iCoderAgent?
TokenCounter ships an update fortnightly, and iCoderAgent every 5 days. Most recently, TokenCounter was updated on October 25, 2026 and iCoderAgent on October 25, 2026.

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