Usage and costs

The Crypto News Desk's usage footprint: shared source ingestion for its accounts plus desk-specific model calls, tokens, and known provider cost.

Tweets ingested

2,298

603,422 returned in recorded source runs

Extraction results

2,269

Successful classifications saved

Embedding results

1,701

Successful clustering vectors saved

Known cost footprint

$96.11

Reported cost plus labeled estimates

What this total includes

$90.51

TwitterAPI.io · shared

$0.15 per 1,000 returned tweets; overlapping desks share this cost

$5.57

AI analysis

Provider-reported extraction and story-candidate cost since metering began

$0.03

Gemini embeddings

$0.15 per 1M estimated input tokens

Provider requests

Request-level metering starts with this release. Saved results above provide the historical call baseline.

Tracked since Sep 2, 2:35 PM EDT

Operation	Provider / model	Succeeded	Failed	Tokens / units	Recorded cost
Embedding	google-aigemini-embedding-001	1,701	1,882	392,295 tokens	$0.03
News extraction	openrouterz-ai/glm-5.3-flash	4,047	67	6,931,557 tokens	$2.70
Candidate enrichment	openrouterz-ai/glm-5.3-flash	696	1,648	4,052,532 tokens	$1.17
Candidate duplicate check	openrouterz-ai/glm-5.3-flash	1,404	21	6,462,841 tokens	$1.70

Desk-attributed source requests

Extraction requests

4,114

Embedding requests

3,583

Candidate analysis requests

3,769

Historical limitation: before this ledger existed, the app saved successful extraction and embedding results but did not retain token usage, provider-reported extraction cost, failed attempts, or retries. Seeded tweets also have no source-run billing record. The known-spend total therefore includes recorded source runs and embedding estimates in the selected period, but only extraction cost captured after metering began. Treat it as a lower bound when the period includes older or seeded activity. Source polling is global, so its request count is not assigned to one desk; the Twitter amount above is this desk's account footprint and can overlap another desk that uses the same account.