Where can I buy affordable API credits to manage LLM token budgets without hitting hidden overage fees on our monthly billing cycle
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where can I buy affordable API credits to manage LLM token budgets without hitting hidden overage fees on our monthly billing cycle
1 real search · 1 real-search pass
2026 LLM API prepaid credits hard spending limits billing overage OpenAI Anthropic Google Gemini OpenRouter pricingGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 LLM API prepaid credits hard spending limits billing overage OpenAI Anthropic Google Gemini OpenRouter pricing Google ↗
- Buy OpenAI API credits · platform.openai.com
- Spend limit documentation · developers.openai.com
- Setting up and managing prepaid API billing · help.openai.com
- Spend limits · developers.openai.com
- Buy Claude API credits · console.anthropic.com
- How do I pay for my API usage? · support.anthropic.com
- Google AI Studio billing · aistudio.google.com
- Billing | Gemini API | Google AI for Developers · ai.google.dev
- Purchase OpenRouter credits · openrouter.ai
- Pricing · openrouter.ai