Guides
Practical guides for using AI APIs in Indonesia: payments, cost control, and setup.
Numbers in these guides come from the openly displayed price catalog or are labeled as illustrations; nothing is invented.
Pay for AI APIs in rupiah with QRIS
How QRIS top-up works at Giant Router: the rate shown before you pay, a quote locked per invoice, and your own API key with a budget limit. Starts at Rp10,000.
How to pay for OpenRouter from Indonesia without a credit card
Credit cards are a wall for Indonesian developers who want to top up AI API credit. The routes people usually take, their risks, and an alternative you pay with QRIS.
Claude Code cost per task: real proof
How to compute the cost of one Claude Code task: the token formula, an illustrative worked example from catalog prices, and our honest status on publishing measured numbers.
How to build a WhatsApp chatbot with a Rp50,000 token budget
A WhatsApp chatbot architecture with controlled cost: the webhook, an AI API with a per-key budget limit, and a worked example of how many replies Rp50,000 buys.
Cline + your own API key: 5-minute setup
Six steps to set up Cline with your own API key from Giant Router: an Anthropic-compatible base URL, per-key budget limits, and one small task to confirm everything works.
DeepSeek vs GLM vs Claude for coding: cost per task
A per-million-token price comparison of DeepSeek, GLM, and Claude from the open catalog, plus a worked example costing the same coding task on three models, and how to choose without dogma.
Why your API balance can disappear, and how to prevent it
Four real mechanisms behind 'my API balance is gone': leaked keys, brakeless loops, blocked shared accounts, and ballooning agentic context. Plus how to close each one.
AI payment services vs an official gateway, compared
AI top-up services, sharing-package sellers, and official gateways solve the same payment problem in different ways. A fair structural comparison, and how to choose for your needs.
Fronting AI API costs for clients: how to bill with cost reports
For freelancers who fund client API tokens upfront: one key per project, a budget limit per client, and the per-request cost report as the reimbursement attachment.
Start using your favorite AI models today
One API key for 50+ AI models. Top up with QRIS from Rp10,000 and see the cost of every request.