LLM pricing · OpenAI
In short: codex-mini-latest (OpenAI, model id codex-mini-latest) costs $1.5 per million input tokens and $6 per million output tokens. A typical chat message costs about $0.0046, so a user on a $9.99 plan can send about 1,826 messages a month before they cost you more than they pay.
That is an average. To see which of your own users cost more than they pay, track codex-mini-latest cost per user with FiscaLLM: free and open source, one line per call. Or open the demo first.
| Input | $1.5 |
| Cached input (cache read) | $0.375 |
| Output | $6 |
One message = 1,500 input tokens (system prompt and recent history) and 400 output tokens.
| Messages / month | AI cost / month | Margin on $9.99 | |
|---|---|---|---|
| Light user | 30 | $0.139 | $8.35 |
| Typical user | 300 | $1.39 | $7.10 |
| Heavy user | 3,000 | $13.95 | $-5.5 |
With prompt caching (two thirds of each prompt read from the cache), a message costs $0.0035, 24% less.
List prices, standard tier, prompts under the long-context threshold. Averages hide your heaviest users: FiscaLLM shows this per real user.
Switching only your heaviest users to a cheaper model often fixes margin without touching everyone else's experience.
Averages hide the users who cost you most. FiscaLLM reads token counts from each OpenAI response, prices them with the rates above (including cache reads and long prompts), and puts each user's AI cost next to what they paid through RevenueCat, Stripe or a CSV. Free and open source, with alerts and optional per-user caps.
meter.trackOpenAI(res, { userId, feature: "chat" });See the demo dashboard or read the OpenAI cost per user guide.
$1.5 per million input tokens, $0.375 per million cached input tokens, and $6 per million output tokens (standard tier, list price).
About $0.0046 for a 1,500-token prompt and a 400-token reply, or $0.0035 when two thirds of the prompt is read from the cache.
About 1,826 a month before their AI cost uses up the $8.49 you keep after a 15% store fee. Past that, the user loses you money.
List prices from OpenAI's pricing page, standard tier; batch, priority and regional pricing differ. Check the provider for the latest. How these prices are audited.