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 status49 mready
Reseller pricing strategy
Four-tier reseller prices with margin floors and forecast-linked roadmap.
How these numbers are made
First, LLMTicker picks fresh provider prices for the model, excludes expired/manual-review rows, and chooses a lower-risk upstream that passes the internal quality gate. Then it blends input:output at 1:3 and applies deterministic tier rules: standard = cost * 1.25; member = standard * 0.85; enterprise = max(standard * 0.70, cost * 1.15 + 0.05); wholesale = cost * 1.08. The 25% is markup on cost, so the displayed gross margin is lower. These are pricing guardrails, not automatic revenue forecasts.
Live pricing controls
ReadyStandard
$0.61
Member
$0.52
Enterprise
$0.61
Status
ready
Baseline tier snapshot
Tier math
standard12.2% marginStandard tier marks up risk-adjusted upstream cost by 25%; displayed gross margin is lower than markup.Oracle OCI Generative AI pricing50 m
member3.1% marginMember tier is 85% of standard for retention, subject to margin guardrails.Oracle OCI Generative AI pricing50 m
enterprise12.3% marginEnterprise discount keeps a floor of cost * 1.15 + $0.05.Oracle OCI Generative AI pricing50 m
wholesale3.9% marginWholesale keeps only 8% margin and remains an operator assumption.LLMTicker operator scenario assumption35 d
Roadmap source
6M target$0.30/ 1M outFreshFollow P50 cost decline but keep enterprise floor until fresh competitor sources confirm.Epoch AI inference price trends35 d
12M target$0.10/ 1M outFreshFollow P50 cost decline but keep enterprise floor until fresh competitor sources confirm.Stanford HAI AI Index 202535 d