TokenCut · SystemOS
Active cost reduction for tokenized companies
“Halve your AI costs in one line.”
You pay for tokens nobody needs
Every request to a language model is billed by the token – including everything the model does not need: courtesy phrases, empty data fields, system instructions sent twice, tool descriptions repeated a hundred times. TokenCut sits between your application and your model and removes this ballast before you pay for it.
How it works
Condense
Filler phrases, empty JSON fields, duplicate system prompts and repeated tool descriptions are removed by explicit rules. Numbers, code blocks, names and meaning stay unchanged.
Cache
Identical requests are answered from memory – no second model call. Kept separate per customer, never shared.
Prove
Every saving is counted. Only numbers and checksums are stored – never your content.
TokenCut works with transparent rules, not with a second AI model. When in doubt, your text stays as it is.
One-line integration
TokenCut speaks the same API as OpenAI. Exactly one line changes in your application: the address. SDKs, models and prompts stay as they are.
Want to measure without any model call first? Send your own text to /v1/tokencut/benchmark and see the before-and-after numbers right away.
Python
from openai import OpenAI
client = OpenAI(
base_url="https://api.systemos.global/v1",
api_key="tck_…", # your personal key
)
client.chat.completions.create(
model="gpt-4o", messages=[...])Measure without a model call
curl -X POST https://api.systemos.global/v1/tokencut/benchmark \
-H "Authorization: Bearer tck_…" \
-H "Content-Type: application/json" \
-d '{"model":"gpt-4o","messages":[{"role":"user","content":"Your text"}]}'Measured, not extrapolated
All figures come from real runs against the live gateway on 24 September 2026. Savings depend on the content: the more repetition and formality, the more can be saved.
| Payload | before | after | Share | Saved |
|---|---|---|---|---|
| Agent with 42 tool schemas | 925 | 337 | −63.6% | |
| CRM/RAG context (JSON with empty fields) | 1,213 | 646 | −46.7% | |
| 1 MB document (processed in 649 ms) | 257,894 | 162,105 | −37.1% | |
| Business e-mail with filler phrases | 60 | 39 | −35.0% | |
| Support e-mail (German) | 335 | 281 | −16.1% | |
| Plain FAQ question | 37 | 37 | 0% |
Figures in tokens. Plain text is deliberately left unchanged – that is where the cache helps: the repeated request came back in 3 ms instead of 24.3 s (measured with a local model). Example at $5 per million input tokens: the CRM/RAG payload saves $283.50 per 100,000 calls.
Free 24-hour trial
You receive a personal invitation code by e-mail. Redeem it once, change the address, measure.
- 24 hours from your first request – the clock only starts when you actually begin.
- One invitation code, one key: redeemable exactly once, bound to your device.
- Up to 2,000 requests during the trial.
- No payment details, no commitment. Access ends automatically.
- Your content stays yours: only token counts are stored.
- Test model: in the trial, responses come from a test model operated by us; response times of a few seconds are normal.
I look forward to your feedback
Continued use, a dedicated instance in your own infrastructure or higher quotas – just write to me directly.
Nico Becker