04 // CYRAMARGIN ECONOMICS

Unit Economics & Per-Token Margin Control.

SaaS companies enjoyed 80%+ gross margins. AI-native applications often see gross margins plunge below 40% due to unmetered inference and blind pricing. CyraMargin brings mathematical clarity to every token.

CYRAMARGIN // UNIT COGS ENGINE
[00:00:01] ATTRIBUTION: Prompt: 1,420 tokens ($0.0071) | Completion: 840 tokens ($0.0126).
[00:00:02] CUSTOMER: Tenant #AcmeCorp (Tier: Pro $199/mo).
[00:00:03] MARGIN: Effective Gross Margin: 78.2% (Target: >75.0%).
[00:00:04] ARBITRATION: Routing secondary search synthesis to DeepSeek V3 (saving $0.008/call).
02 // MARGIN CALCULATOR

AI SaaS Contribution Margin Simulator

Adjust your operational parameters below to observe your true net gross margin in real-time.

MONTHLY REVENUE
$60,000
TOTAL AI COGS
$14,000
TOTAL COGS (ALL INFRA)
$21,500
NET CONTRIBUTION MARGIN
$38,500
GROSS MARGIN %
64.2%
MODERATE MARGIN
03 // PLAYBOOKS

How CyraMargin Protects 75%+ AI Gross Margins

Dynamic Prompt Caching

Automatically identifies repetitive system prompt contexts across agent threads and routes through cached prompt endpoints, reducing token COGS by up to 65%.

Smart Model Arbitration

Dynamically routes simple formatting and classification tasks to distilled 8B/70B models, reserving flagship frontier models only for high-complexity reasoning steps.

Automated Overage Conversion

Transitions accounts reaching 80% plan token limits to transparent per-token consumption billing with zero workflow disruption or awkward manual sales calls.

04 // FAQ

CyraMargin FAQ

CyraMargin ingests Kubernetes GPU utilization metrics (NVIDIA DCGM) and cloud hourly rates, translating hardware uptime into granular per-tenant token and query amortization.

05 // RECLAIM YOUR MARGINS

Stop Subsidizing Heavy AI Users

Implement deterministic per-token margin guardrails across all your customer accounts.

Integrate CyraMargin →