Use-case preset
Enterprise scale (10B+ tokens/mo) cost calculator
Dedicated capacity at 10B+ tokens/mo with compliance and volume discounts.
At 10B tokens/month, the monthly bill on list pricing is $7,000–14,000 — volume discounts of 20–40% are standard at this tier and should be negotiated before signing. Prompt caching at 50–60% is not optional; it's the difference between $8k and $5k/mo. Dedicated capacity or reserved throughput eliminates the rate-limit ceiling and provides the latency guarantee your SLA requires.
Compliance requirements typically surface at this scale: data residency, SOC 2, HIPAA BAAs, and audit logs all become procurement blockers. Under-2s p95 latency with dedicated endpoints is achievable on most major providers at this volume. Multi-region deployment adds resilience but also complexity in cache invalidation. At 10B tokens, a 1% improvement in prompt cache hit rate saves roughly $60–120/mo — instrument your cache hit rate and treat it as a first-class metric.