openai · frontier · table 2026-10-26

gpt-5.4

List prices per 1M tokens, what provider caching gives back, and what the cheaper sibling costs for the same work.

$2.5input / 1M
$15output / 1M
$0.25cached input / 1M (90% off)
nonecache write / 1M (no write surcharge)

Above 272,000 input tokens: $5 in / $22.5 out / $0.5 cached.

Same workload, cheaper sibling

100k requests/month of 2,000 input (1,500 static) and 300 output tokens, at list prices. "With cache" assumes the static prefix is served from the provider cache.

ModelPer requestPer monthWith cachevs gpt-5.4
gpt-5.4 (this model)$0.0095$950$612.5—
gpt-5.4-mini$0.00285$285$183.7570%

List prices. Cheaper models need an eval before swapping; TokenZero cascade routing is opt-in and advisory by default; an opt-in shadow parity monitor is coming.

Use it through TokenZero

OPENAI_BASE_URL=https://tokenzero.sh/v1   # keep your own key; cache formatting on, routing advisory

Free up to $500/month of routed spend; paid plans are a share of verified savings (Pro Cap: never more than $199/mo). Pricing