Free Tier
A certain amount of free usage quota provided by a cloud API, typically measured in request count, token count, or duration, after which usage converts to pay-as-you-go billing. Multimodal models, being compute-intensive, often offer no free tier or only a very low quota.
Timeline (last 90 days)
The free window for large-model inference is gradually narrowing worldwide, with platforms generally shifting from using free quotas to acquire user growth toward using pay-as-you-go to make unit economics sustainable.
A grace period is a buffer period after exceeding the free quota, during which the service can still be called normally but usage is counted toward the paid bill or the user is allowed to decide whether to upgrade.
The author recommends writing down the boundaries for free-quota usage before starting work, rather than deciding at the sixth hour.
A stated free quota is only meaningful after being divided by your own measured actual consumption; you should not use the vendor-provided 'tokens per task'.
All Facts (4)
A grace period is a buffer period after exceeding the free quota, during which the service can still be called normally but usage is counted toward the paid bill or the user is allowed to decide whether to upgrade.
50%UnverifiedThe author recommends writing down the boundaries for free-quota usage before starting work, rather than deciding at the sixth hour.
50%UnverifiedA stated free quota is only meaningful after being divided by your own measured actual consumption; you should not use the vendor-provided 'tokens per task'.
50%UnverifiedThe free window for large-model inference is gradually narrowing worldwide, with platforms generally shifting from using free quotas to acquire user growth toward using pay-as-you-go to make unit economics sustainable.
50%