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Jenny Met
Jenny Met

Posted on • Originally published at crazyrouter.com

Unified Billing for Claude and GPT: One Invoice, One Dashboard, One API Key

Unified Billing for Claude and GPT: One Invoice, One Dashboard, One API Key

If your team uses more than one AI model provider, you already know the pain:

  • Separate accounts for OpenAI, Anthropic, Google, DeepSeek
  • Separate billing dashboards
  • Separate usage reports
  • Separate API keys to manage and rotate
  • No single view of total AI spend

For a solo developer, this is annoying. For a team of 10+, it is a real operational problem.

The cost of fragmented billing

It is not just about convenience. Fragmented billing creates real issues:

Budget visibility — When spend is split across 4 providers, nobody knows the real total until month-end reconciliation.

Cost allocation — Which project used how much? Which team member? You cannot answer this if usage is scattered.

Procurement complexity — Each provider means a separate vendor relationship, separate payment method, separate compliance review.

Overspending — Without a unified view, teams routinely overspend because they cannot see the full picture.

How an API gateway solves this

An AI API gateway like Crazyrouter consolidates everything:

from openai import OpenAI

# One client, one key, all models
client = OpenAI(
    api_key="your-crazyrouter-key",
    base_url="https://crazyrouter.com/v1"
)

# Claude
client.chat.completions.create(model="claude-sonnet-4.6", messages=[...])

# GPT
client.chat.completions.create(model="gpt-5.2", messages=[...])

# DeepSeek
client.chat.completions.create(model="deepseek-chat", messages=[...])
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Same code structure. Same API key. Same billing dashboard.

What unified billing actually looks like

Per-model breakdown

Model Requests Spend
claude-sonnet-4.6 1,200 $18.50
gpt-5-mini 8,500 $4.20
gpt-5-nano 15,000 $1.80
deepseek-chat 3,200 $2.10
Total 27,900 $26.60

Per-member breakdown

Create separate API keys for each team member. Usage is automatically isolated:

Member Spend Primary model
Alice $12.30 Claude Sonnet
Bob $8.20 GPT-5 Mini
Carol $6.10 DeepSeek

Usage export

Export detailed CSV records with:

  • Timestamp
  • Model used
  • Input/output tokens
  • Cost per request

Perfect for expense reports, project accounting, and budget reviews.

Cost savings on top of consolidation

Beyond the operational savings, gateway pricing is typically 40-55% below direct provider pricing:

Model Direct pricing Gateway pricing Savings
Claude Sonnet 4.6 $3/$15 per 1M ~$1.65/$8.25 45%
GPT-5 $1.25/$10 per 1M ~$0.69/$5.50 45%
GPT-5 Nano $0.05/$0.40 ~$0.03/$0.22 45%

Pay-as-you-go. No monthly fee. No minimum spend.

Getting started

  1. Sign up at crazyrouter.com
  2. Create API keys for your team
  3. Change base_url to https://crazyrouter.com/v1
  4. Monitor usage from one dashboard

For enterprise procurement inquiries: support@crazyrouter.com

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