Reports

Total LLM Spend (30d)

$932.05

Spend on 2026-07-01

$57.07

Total LLM calls

248,690

Avg cost / call

$0.0037

By Provider

fireworks

146,514 calls $714.24

together

53,891 calls $167.33

anthropic

2,662 calls $42.72

openai

36,087 calls $7.76

nebius

1 calls $0.00

cache

9,535 calls $0.00

By Task

job_analysis

116,391 calls $718.48

ai_classification

80,211 calls $80.59

market_copy_compose

3,638 calls $32.72

career_discovery

2,156 calls $19.39

company_synthesis

834 calls $19.06

market_copy_compose_opus

251 calls $14.04

career_discovery_fallback

545 calls $14.03

market_copy_compose_gpt5mini

679 calls $6.25

market_copy_check

862 calls $6.17

career_page_analysis

706 calls $6.06

freshness_layer3

1,052 calls $4.10

linkedin_extraction

592 calls $2.81

extraction_validation

598 calls $2.22

career_pattern_learning

432 calls $2.22

logo_pick

1,198 calls $1.92

career_link_classification

693 calls $1.10

domain_resolution

671 calls $0.71

embeddings

35,108 calls $0.08

query_parse

737 calls $0.08

alias_mining

2 calls $0.02

glassdoor_analysis

1,334 calls $0.01

Spend figures are computed from ops.llm_usage. "Daily Spend" reflects the most recent calendar day present in the data (2026-07-01).