For every job beyond need-it-now.
Choose your timeline. Save on tokens.
{
"model": "glm-5.2",
"completion_window": "6h",
"messages": [
{
"role": "user",
"content": "Summarize these 40,000 support tickets."
}
]
}
A drop-in API for leading open models. One new field: your deadline.
Your timeline gives us room to optimize. Whether it's tagging a dataset, summarizing tickets, or clearing an eval queue, we can help you save money. Surplus hosts models to maximize high-quality throughput and passes the savings on. Same models, same performance. Pay for work, not gaps.
The more time you give, the less you pay. Just say when. e.g. Escalation triage that used to run in seconds can run in hours — same routing, a fraction of the cost.
You're on the list.
We'll reach out about beta access soon.
We're onboarding a small group of teams & developers now.