Per-Token Chat · Per-Request Taxonomy

Two Tiers. Every Feature.

No per-seat charges. No hidden costs. Chat carries separate input and output token rates; the Curriculum Taxonomy API is priced per request — both drawn from one prepaid balance.

Standard

mobius

Optimized for cost and speed

Input tokens$4.00/M
Output tokens$12.00/M
Cached input$2.00/M
All platform features included
Best for everyday educational interactions
Low-latency responses under 200ms
Advanced
Premium

oloid

Higher-capability for complex topics

Input tokens$6.00/M
Output tokens$22.00/M
Cached input$3.00/M
All platform features included
Deep reasoning for complex subjects
Ideal for competitive exam prep (JEE, NEET)
New

Taxonomy API

Curriculum standards data is normally sold as an annual enterprise licence, with pricing behind a sales call. The Gyanis Taxonomy API is self-serve: structured Board > Grade > Subject > Unit > Topic data — plus exam-track weightage for JEE/NEET — priced per request from your existing credit balance, with no contract and no minimum term.

Per-Request Pricing
Rate ClassPrice
Basic readsHierarchy lists, topic detail, exam-track lists$1.00per 1K requests
Enriched readsTopic context, search, exam-track coverage, change deltas$4.00per 1K requests
Batch resolvePOST /taxonomy/topics/resolve — up to 50 topic IDs per call$1.00per 1K topic IDs
Deducted from the same prepaid credit balance as chat — no separate wallet
First 10,000 request units every month are free
Test-mode keys are never billed
Bulk export (full board dumps) is an enterprise add-on — contact sales

Request unit: one billable item. An ordinary call is one unit — basic or enriched alike — so the free allowance covers your first 10,000 calls each month. Batch resolve is the exception: it spends one unit per topic ID in the request. Every response returns a billing object showing the units charged and the credits they cost.

Covers CBSE, ICSE, state boards, IGCSE, and IB. Keep your copy fresh with the changes endpoint or the taxonomy.updated webhook — no re-syncing the full tree.

Cost Calculator

Estimate your monthly cost based on token volume and tier.

Estimate Your Cost

Min: 100K · Max: 100M · Assumes ~60% input / ~40% output split

Input cost (600K tokens)$2.40
Output cost (400K tokens)$4.80
Estimated Total$7.20

Tier Comparison

Both tiers include every platform feature. Choose based on your use case.

StandardPremium
Modelmobiusoloid
Input tokens$4.00 / M$6.00 / M
Output tokens$12.00 / M$22.00 / M
Cached input$2.00 / M$3.00 / M
Best forEveryday tutoring, Q&A, content generationComplex reasoning, competitive exams
AI Chat API (Completions + Streaming)
Curriculum Taxonomy API (Boards, Grades, Subjects, Units, Topics)
API Key Management (Live & Test Modes)
Scoped Permissions (11 Granular Scopes)
Real-Time Usage Analytics
Latency & Error Rate Dashboards
Model Breakdown Reports
Cost Projection & Forecasting
Webhook Notifications (8 Event Types)
HMAC-Signed Webhook Delivery
Multi-Entity Management (Students, Teachers, Institutions)
Per-Entity Conversation History
Automatic Content Moderation
GDPR Data Deletion Tools
Tenant Dashboard
99.9% Uptime SLA
Email Support

Pricing Questions

Common questions about billing, tiers, and token credits.

Need a Custom Plan?

For purchases above 100M tokens, enterprise SLAs, per-tenant pricing overrides, or custom billing arrangements — reach out to our team.