Pricing @ Arpia Platform

Arpia Credits

At ARPIA, we believe in adding measurable value to your organization. To achieve this, we have designed a credit consumption system that is transparent and focused on pricing based on value generation.

Credits are consumed based on items and value units. The following sections explain these items and their credit costs.


Credit Groups

GroupDescription
Value Units (VUs)Arpia Platform Value Units based on features used in your workarea(s).
Credit UsageCredit value for VUs, Hours, or Units of Measure for resources used.
Core LLMsArpia LLM Core Models available for users to integrate into projects.
StorageStorage capacity assigned per workarea.

Arpia Value Units (VUs)

If your account is billed using Value Units (VUs), this section applies.

Value Units are the default billing method. They ensure you are charged only when measurable value is generated by the platform.

You can analyze usage details in the Workarea Usage Page, including where value is generated and its associated costs.

VUs are calculated based on the resources and features used in workareas.

Every 1 VU = 1 USD (American Dollars).


Oria Commercial Packaging & Pricing

Oria users are billed under a seat-based plan structure, prorated daily and billed monthly, consistent with the Workshop & Platform VU billing method above. A user added mid-month and removed before month-end is only billed for the days they were actually present on the account; there is no full-month charge for partial-month usage.

PlanPriceWhat's Included
Oria Basic$5 / user / monthMulti-model AI access, AI model governance, role/profile model assignment, AI budget controls, shared AI Wallet integration, internet search, artifact generation, governed enterprise knowledge access via Cerebro, security and audit. Basic users can run and use any application already built on ARPIA/Oria, but cannot build their own applications.
Oria Pro$50 / user / monthEverything in Basic, plus a more capable Oria Reasoner powered by Oria Machine, and the ability to build a personal SPA (single-page application) using the user's own ontology access. Building is scoped to the individual user's personal workspace.
Arpia Builder$100 / user / monthFull platform-level building access: data management, ontology authoring and governance, AI governance configuration, workshop project creation, and other platform-scope building capabilities. Designed for users responsible for building and governing institutional/enterprise-scope work, not just personal tools.

All three plans are prorated daily: users are charged only for the days they were active in the account during the billing month.

AI Wallet (usage-based, billed separately)

Any AI usage through the Oria Reasoner, across all three plans, requires an active AI Wallet balance. The AI Wallet is a shared, company-wide prepaid consumption pool, sized and billed according to actual usage, and is not subject to daily proration since it is metered by consumption, not seat-days. It is not included in the fixed plan price.

BYOM / BYOK (Bring Your Own Model / Bring Your Own Keys)

Clients may connect their own model provider accounts or API keys instead of using ARPIA-provisioned models. In this case, ARPIA does not charge for the underlying token cost (billed directly by the provider to the client), but a flat $1.00 per 1 Million tokens, input and output combined, governance fee applies. This fee is a flat pass-through charge for AI governance, budgeting, model assignment, and audit, independent of provider and independent of model capability or intelligence grade.

Example: a client using their own OpenAI or Anthropic key processes 50M tokens (input + output combined) in a month. ARPIA charges $50 in governance fees for that usage, regardless of provider or model tier.

Positioning: Basic drives enterprise AI adoption (consumption, not construction); Pro serves individual power users building personal tools; Arpia Builder serves platform builders and governance owners; AI Wallet governs AI consumption cost.


Workshop & Platform VUs

ItemDescriptionVUs
AI Worker / AI OperatorAverage count of active workshop projects using AI Workers or AI Operators. Multiple objects in one project count as one.50.00
Workshop ProjectsAverage count of active workshop projects.25.00
MCP / API CollectionsMCP or API Collection endpoints deployable to expose in secure, governable and full audit trails any resources or tools into any compatible AI platform or client.100.00

DataApps VUs

ItemDescriptionVUs
AI AssistantAverage count of AI Assistant agents used. Workflow steps do not affect cost.50.00
Map ScreenAverage count of map screens.50.00
Public AppAverage count of this feature used.100.00

If a feature is not listed above, its cost is 0 VUs.


⚠️ Notice — AI Solutions & Token Consumption

Value Units cover platform orchestration only for AI-driven features (AI Worker / AI Operator, AI Assistant). Token Consumption generated by these solutions when using a Shared LLM Model is billed separately under LLMs Core Models @ Arpia Cloud, at the selected model's published input and output rates per 1 Million Tokens.

  • Shared LLM Models (no BYM): billed per the Core / Frontier model rates (Credits per 1 Million Tokens, input and output metered separately).
  • BYM (Bring Your Model): no ARPIA token charge — only VUs (or Computing Hours) apply.

Token Consumption scales with the size and complexity of each interaction and the model selected. Monitor consumption in the usage dashboard and configure alerts for both Core and Frontier models.

🔒 Data retention: Prompts and completions sent to shared LLM providers are handled per our Privacy Policy — LLMs & AI Tools, including provider zero-/short-term retention and BYoM terms.


👍 VUs Billing Process & Hard Limits

  • The platform calculates daily usage per feature.
  • VUs are averaged monthly.
  • Credits are applied based on the monthly average.
  • Increases or decreases in usage are reflected immediately in billing.

VUs Credit Price

Resource TypeBilling CycleQuantityUoMCost (Credits)
Value Units (VUs)Monthly1VU1

Hard limits can be configured to control fixed billing exposure.


👍 Credit Hard Limit

Hard limits are available per workarea. You can set a VUs hard limit, and the platform will prevent the creation of additional VU-generating items once the limit is reached.


Computing Hours @ Arpia Cloud

If your plan is billed using Usage Computing Credits, the following applies:

Resource TypeBilling CycleQuantityUoMCost (Credits)
Computing Hours (Only when not using VUs)Monthly1Hour0.90

Computing hours do not apply if your account is billed by Value Units.


GPU, Storage, AI LLM & Other Components


GPU Droplets

Resource TypeBilling CycleQuantityUoMCost (Credits)
AI Dedicated GPU HoursUsage1HourGPU Type Based

LLMs Core Models @ Arpia Cloud

Arpia provides core LLM models from major providers.

  • If customers configure their own models (BYM), no token charges apply.
  • If no model is provided, ARPIA uses Shared LLM Models billed per Token Consumption.

Token Consumption

Each Shared LLM Model is priced per 1 Million Tokens, the platform's standard Billing Unit. Input and output are metered separately: a request is charged on its own input and output counts, not on a blended rate. Consumption is accumulated across the billing period and charged according to the selected model's published rates. This applies only to Shared LLM Models; BYM configurations are not subject to token charges.


📊 Model Classification for Enterprise

Enterprise models are divided into two commercial groupings:

  • 🔴 Frontier Models — highest-capability models for demanding reasoning, long-horizon agent work, and complex analysis.
  • 🟢 Core Models — fast, economical models for routine enterprise workloads where cost efficiency matters more than peak capability.

⚠️

Both Core and Frontier models are billed Pay-Per-Use by default. Enterprise customers with a contracted agreement should refer to their signed terms, which may include provisions differing from this document.

30 billable models are currently available: 13 Frontier, 17 Core.


🔴 ARPIA Frontier LLM Models (Pay-Per-Use)

Always billed separately, per consumption. Not eligible for inclusion under any plan.

ModelProviderContextMax OutputInput (Credits/1M)Output (Credits/1M)Capabilities
openai/gpt-5.5OpenAI1M128K6.500039.0000Vision
anthropic/claude-opus-5Anthropic1M128K6.500032.5000Vision · Reasoning
anthropic/claude-opus-4-8Anthropic1M128K6.500032.5000Vision · Reasoning
anthropic/claude-opus-4-7Anthropic1M128K6.500032.5000Vision · Reasoning
anthropic/claude-opus-4-6Anthropic1M128K6.500032.5000Vision · Reasoning
anthropic/claude-opus-4-5Anthropic200K64K6.500032.5000Vision · Reasoning
anthropic/claude-sonnet-5Anthropic1M128K3.900019.5000Vision · Reasoning
anthropic/claude-sonnet-4-6Anthropic1M128K3.900019.5000Vision · Reasoning
anthropic/claude-sonnet-4-5Anthropic200K64K3.900019.5000Vision
openai/gpt-5.4OpenAI1M128K3.250019.5000Vision
openai/gpt-5.2OpenAI1.05M32K2.275018.2000Vision
google/gemini-2.5-pro-previewOpenRouter1.05M8K1.625013.0000
openai/gpt-5OpenAI1.05M32K1.625013.0000Vision

🟢 ARPIA Core LLM Models (Pay-Per-Use)

Billed per Token Consumption unless otherwise specified in a signed contract.

ModelProviderContextMax OutputInput (Credits/1M)Output (Credits/1M)Capabilities
openai/gpt-4oOpenAI128K16K3.250013.0000Vision
mistralai/pixtral-large-2411OpenRouter131K8K2.60007.8000
anthropic/claude-haiku-4-5Anthropic200K8K1.30006.5000Vision
openai/gpt-5.4-miniOpenAI1M128K0.97505.8500Vision
moonshotai/Kimi-K2.7-CodeNebius256K32K2.00005.0000Vision · Reasoning
Qwen/Qwen3.5-397B-A17BNebius256K32K1.20004.6000Vision · Reasoning
deepseek-ai/DeepSeek-V4-ProNebius1M10K2.27504.5500Reasoning
nvidia/Nemotron-3-Ultra-550b-a55bNebius256K10K1.30003.9000Reasoning
cerebras/zai-glm-4.7Cerebras131K8K2.92503.5750Reasoning
openai/gpt-5-miniOpenAI1.05M32K0.32502.6000Vision
openai/gpt-5.4-nanoOpenAI1M128K0.26001.6250Vision
mistralai/codestral-2501OpenRouter262K16K0.39001.1700
cerebras/gpt-oss-120bCerebras128K25K0.45500.9750Reasoning
openai/gpt-4o-miniOpenAI128K16K0.19500.7800Vision
nvidia/Cosmos3-Super-ReasonerNebius256K16K0.60000.6000Vision · Reasoning
openai/gpt-5-nanoOpenAI1.05M32K0.06500.5200Vision
mistralai/mistral-nemoOpenRouter131K8K0.19500.1950

📋 Notes on LLM Pricing

  • Billing unit. All rates are per 1,000,000 tokens. Input and output are metered separately; a request is charged on its own input and output counts, not a blended rate.
  • Cached input. Prompt-cache reads and writes are counted as input tokens at the model's input rate.
  • Context and max output. Context is the total window; max output is the ceiling on a single response. Requests asking for more output than the model allows are clamped to that ceiling.
  • Tiers. Frontier and Core are commercial groupings, not provider labels. A model may be reclassified as the market moves without its identifier changing.
  • Bring your own key. When a customer supplies their own provider credential, the provider bills them directly and these rates do not apply. The ARPIA governance fee of $1.00 per 1M tokens (input and output combined) applies instead.

🎯 Usage Recommendations

  1. Use Core Models for 80–90% of operations.
  2. Reserve Frontier Models for advanced reasoning.
  3. Monitor usage in the dashboard.
  4. Configure alerts for both Core and Frontier consumption.

📘 BYM (Bring Your Model)

When users configure their own LLM models:

  • No token charge applies.
  • Only Computing Hours or VUs are billed.
  • The ARPIA governance fee of $1.00 per 1M tokens (input and output combined) applies.

Storage @ Arpia Cloud

Shared Storage

Resource TypeBillingQuantityUoMCost
SingleStoreMonthly Daily Avg10GB5
MySQL/MariaDBMonthly Daily Avg10GB2.5
Object StorageMonthly Daily Avg10GB1

Dedicated Storage

Resource TypeBillingUoMCost
SingleStore Node (32GB 8vCPU)MonthlyNode750
MySQL/MariaDB Node (32GB 8vCPU)MonthlyNode250
Object Storage Node (8GB 4vCPU)MonthlyNode150

For HA setups, add +1 node per existing node.


Credit Billing Policy & Terms

  1. Credit Rollover: Annual plans only.
  2. No Refunds: Except in case of system error.
  3. Invoices are generated on the 5th of each month based on previous month's usage.
  4. Payment via Stripe.
  5. Prepaid balances are automatically deducted from recurring usage.
  6. 2+ overdue invoices may cause service interruption.

Account Billing & Usage Support

For assistance, contact billing support via the Support Chat on the ARPIA Web Platform.


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