for engineering teams · fixed monthly spend
LLM API for teams: predictable AI costs per developer
The problem isn't the average LLM bill — it's the variance. Coding agents make per-token spend spike with every busy sprint, and budget alerts fire after the money is gone. Flat team plans replace the meter with one fixed monthly line item: per-developer API keys, every frontier model through one endpoint, and a heavy week that costs exactly what a quiet one does.
Honestly: each plan is a fixed monthly compute budget sized for the tier — generous, not infinite. If your whole team's per-token bill is consistently under a few hundred dollars, stay per-token; this exists for teams where usage is daily and finance keeps asking why the invoice moved.
Growth
$999/mo
small teams — multiple developer keys, priority support
Scale
$2,499/mo
growing teams and agent fleets
Fleet
$4,999/mo
org-wide agents, dedicated support
the budget math
Five developers running coding agents daily commonly land at $250–$3,000/month per-token — a 12x range on the same team, sprint depending. That range is the budgeting problem. $999 flat is inside it on the cheap end and immune to the expensive end. Solo developers: the individual plans start at $39/mo.
FAQ
How do teams keep LLM API costs predictable?
Three approaches: per-token billing with hard budget alerts (spend still varies, alerts fire after the money is gone), per-seat coding subscriptions like Copilot (predictable but capped and tool-locked), or a flat-rate API plan sized for the team — a fixed monthly line item with per-developer keys, where a heavy sprint costs the same as a quiet one. The third is the only one that is both predictable and agent-agnostic.
What does LLM usage cost per developer per month?
Per-token, engineering teams commonly see $50–$600 per developer per month depending on agent usage — and it varies sprint to sprint, which is what makes budgeting painful. Flat team plans put a fixed number on it: e.g. $999/mo covering a small team's agents regardless of how hard a given week runs.
Do team members share one key or get their own?
Own keys — team plans include multiple API keys, so usage is attributable per developer or per service, keys can be revoked individually, and one runaway agent doesn't share credentials with everything else.
When is per-token still the right choice for a team?
Bursty or low-volume usage: if your team's combined bill is consistently under a few hundred dollars monthly, per-token with alerts is simpler and cheaper. The flat-rate case starts where usage is daily and the variance itself — not just the average — is the problem your finance team keeps asking about.
More: all plans · why agents burn credits · per-agent guides for OpenCode, Claude Code and Cline