Analytics

Aggregate marketplace usage and realized pricing.

Last 28 UTC calendar days · generated August 30, 2026 at 7:18 PM UTC

28-day usage

13,057,719

Requests

897.82B

Input tokens

12.82B

Output tokens

791.22B

Cache tokens

Input (no cache) and cache are stacked per UTC day, so the bar height is prompt-token volume and the composition shows the cache split. Output is charted on its own axis alongside. Current day is partial; the faded striped cap shows the projected full-day total.

Input tokensno cachecache

Output tokens

Daily requests

Token usage by model

gpt-5.6-lunadeepseek-v4-flashglm-5.2deepseek-v4-flash-0731kimi-k3Other

Token methodology

The stacked bar uses usage_log.input_tokens (excludes cache) with cache = cache_read_tokens + cache_write_tokens. Bar height is their per-day total; hover or tap a bar for the split.

Output is on its own axis because it’s ~30× smaller.

The model split shows each day’s tokens across the top 5 models by volume, with the rest folded into “Other.”

7-day realized pricing

984,601

Eligible requests

91.3%

Mean discount

90.0%

Median bucket

95-100%

Peak bucket

Pricing Discounts

X = realized discount vs direct provider price, binned in 5% buckets. Last full UTC days.

Discount methodology

Realized discount = 1 - buyer_cost_usdc / direct_cost_usdc.

The distribution uses the last 7 full UTC days and includes paid non-fallback rows where direct and buyer costs are both greater than zero.

Median is reported as the lower edge of the median 5% bucket to keep high-volume windows fast and stable.

Usage leaderboard · 7 days