1. Right-size the model 📏
Use the smallest model that still gives good results. Most apps over-pay because they use a top model for trivial tasks.
2. Trim system prompts ✂️
Every token in the system prompt is billed on every request. Keep instructions tight.
3. Set output caps
Cap max_tokens so the model never rambles past what you need.
4. Cache aggressively 💾
Repeat questions get cached answers. Idempotent endpoints save a lot over a month.
5. Batch & compress
Send multiple items in one request and ask for JSON output in one pass.
6. Use quotas per token 🔒
Hard limits prevent surprise spikes from tests, cron jobs or leaked keys.
7. Watch the logs 📊
| Watch item | Why |
|---|---|
| Top tokens | Find runaway integrations |
| Top models | Spot over-paid choices |
| Failed calls | Retries burn credits |
Apply these and most teams cut their bill by 30-50% 💙.
Frequently asked questions ❓
Which tactic gives the biggest saving?
Right-sizing the model. Most teams over-pay because they use a top model for simple tasks.
Are cached answers billed?
No. Answers served from cache do not consume tokens.
Can I set a monthly budget?
Set quotas per token today; automatic monthly budgets are coming soon.
Does batching change output quality?
Usually not for structured tasks like classification and extraction.
How to Redeem Your API Credits
Every purchase on DaqiToken includes a unique redemption code (ONEAPI-XXXXXX). Here is how to turn it into usable credits:
1. Buy a package
Get your redemption code at checkout from the TOKEN store.
2. Log in
Open the Daqi account panel. Create an account in seconds if you do not have one.
3. Redeem
Paste the code in your account and press Redeem. Credits appear instantly.
4. Create an API token
Use your token as the API key with any OpenAI-compatible client.
Frequently asked questions ❓
How long does redemption take?
Credits appear on your account instantly after you press Redeem — there is no waiting period.
What if my code does not work?
Check for extra spaces or a typo first. If it still fails, contact support with your order number and we will sort it out.
Do credits expire?
No, credits never expire. You can keep them for as long as you need.
Can I split one code across multiple accounts?
No. Each redemption code can be used only once and credits go to the account that redeems it.
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