What 13,807 Real API Calls Actually Cost

Not a pricing table — a distribution. Median call: $0.0048. 90th percentile: $0.028. Here is what the free tier really covers.

Quick facts (checked 2026-10-22): 111 live models through one OpenAI-compatible API · 0% platform markup, provider list price passed through · free tier gives 10 free-model calls/day · machine-readable prices: china-ai-leaderboard.json · agent index: llms.txt

Pricing pages quote per million tokens. That number does not tell you what a call costs, because calls vary by three orders of magnitude. So we measured our own traffic: every paid call served in the last 30 days, aggregated. No user data — just the cost of each request.

The distribution

PercentileCost per callWhat it looks like
p10$0.00003A short prompt on the cheapest model
p25$0.00020Chat turn, small context
p50 (median)$0.0048Typical assistant turn with retrieved context
p75$0.0133Longer prompt, more output
p90$0.0279Large context or a pricier model
p99$0.3846Long-context flagship call

Mean: $0.0175. The mean sits 3.6x above the median because the tail is heavy — a small number of long-context or flagship calls carry a large share of the total. If you plan with the mean, you plan for the tail; if you plan with the median, you plan for the typical case.

What this data is: 13,807 paid calls served in a 30-day window, each with its recorded cost. Average request size was about 40K input tokens and 815 output tokens. Free-tier calls are excluded — they cost nothing by definition.

What the free tier covers

The free tier is 10 free-model calls per day. At the median call cost that is about $0.05 of usage per day — roughly $1.45 a month at typical paid rates.

That is not a criticism of free tiers; it is what they are for. Ten calls a day is enough to:

It is not enough to run a production workload — and pretending otherwise would be the wrong pitch. The honest use of a free tier is measurement.

When a top-up pays for itself

WorkloadAt median costAt mean cost
20 calls/day, 30 days$2.90$10.50
50 calls/day, 30 days$7.20$26.20
100 calls/day, 30 days$14.50$52.40
500 calls/day, 30 days$72.50$262.00

Top-ups start at $1 on card ($5 on USDT / Alipay), and the first one carries a 25% bonus. In call terms:

Top-upCalls at medianCalls at mean
$5~1,040~286
$5 with first-top-up bonus ($6.25)~1,300~357
$25 with bonus ($31.25)~6,510~1,790

Why the tail matters more than the average

If your product has one feature that sends 200K-token documents to a flagship model, that feature will not cost "the average" — it will cost like the p99. Two practical rules:

  1. Route by size. Send short requests to cheap models, long ones to whichever model handles them cheapest (see cheapest per task).
  2. Cap the tail. A hard input-token ceiling per request turns an unbounded bill into a predictable one.

Reproduce the math for your workload

# cost of one call = (input_tokens * input_price + output_tokens * output_price) / 1e6
curl https://aiapi-pro.com/china-ai-leaderboard.json | jq '.categories[] | select(.category=="Chat / LLM") | .models[] | {name, price_usd}'
Same exercise for media: what one image, video clip, 3D model and speech clip costs — measured from 336 paid generations.
Follow-up: which model actually took 41% of the bill and what a task-based routing map looks like in practice.
Part of the measured-cost series: all cost analyses — call distributions, the markup audit and routing savings, computed from real billing data.

FAQ

How much does a typical LLM API call cost?

Across 13,807 paid calls in a 30-day window, the median call cost $0.0048 and the mean cost $0.0175. The mean is higher because a small number of long-context or flagship-model calls dominate the tail: p90 is $0.028 and p99 is $0.385.

What does the free tier cover in dollar terms?

At the median call cost, 10 free calls per day is about $0.05 per day — enough to measure latency, output quality and integration behaviour, not enough to run a production workload.

How many calls does a $5 top-up buy?

About 1,000 calls at the median cost, or about 285 calls at the mean cost. On a first top-up the 25% bonus raises that to roughly 1,250 and 355 calls respectively.

When should I top up instead of staying on the free tier?

When your workload needs more than 10 calls per day or 5 requests per minute, or when you move from evaluation to production. At the mean call cost, 100 calls per day is about $52 per 30-day month.

Start with the free tier, then decide

10 free calls a day, no card. When the math says top up, the first one carries a 25% bonus.

Get a free API key

Distribution measured from NovAI usage logs over a 30-day window ending 2026-10-22 (13,807 paid calls; free-tier calls excluded). Per-model list prices at /china-ai-leaderboard.json.