V0.2 operation alphaReal crawler projectionpublic alpha routePublic prices are generated from the operation SOP crawler_projection after capture, normalization, and deterministic gates. This is alpha projection data, not a GTM readiness claim; conflict or low-confidence rows stay in manual review.
LLMTicker V0.2 release data status3 hreseller_margin_float_v2 v0.2.0
Reseller Margin Calculator
A reseller operating model with upstream cost, customer tiers, operating cost, float, bad debt, and tax shown separately.
Scenario controls
ReadyInput tokens
Output tokens
Gross revenue
$15,943.05
Upstream cost
$1,046.28
Net margin
$569.36
Break-even output
$12.85
Baseline snapshot
Quote candidate
The default scenario has $569 net margin, but balance float and key-ban risk remain scenario assumptions.
Default assumptions
Upstream split100%Uses fresh market prices for the chosen upstreams.Oracle OCI Generative AI pricing3 h
Key-ban risk2%Industry estimate, not measured; must be replaced by your incident history.LLMTicker operator scenario assumption33 d
Unused prepaid balance22%Kept as requires-verification scenario value.LLMTicker operator scenario assumption33 d
Float yield3.5%Default should stay conservative or off before compliance review.LLMTicker operator scenario assumption33 d
Formula
gross_revenue = token_revenue + subscription_revenue + package_revenue - promotion - rebate
upstream_cost = weighted(token_cost + fx_buffer + key_ban_risk + direct_network + backup)
risk_adjusted_cost = upstream_cost + support + engineering + compliance + tax + bad_debt
net_margin = gross_revenue - risk_adjusted_cost + balance_float_value
Editable inputs
Monthly input tokens480,000,000LLMTicker operator scenario assumption33 d
Monthly output tokens1,200,000,000LLMTicker operator scenario assumption33 d
Paid subscribers260LLMTicker operator scenario assumption33 d
Top-5 revenue share42%LLMTicker operator scenario assumption33 d