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
| Group | Description |
|---|---|
| Value Units (VUs) | Arpia Platform Value Units based on features used in your workarea(s). |
| Credit Usage | Credit value for VUs, Hours, or Units of Measure for resources used. |
| Core LLMs | Arpia LLM Core Models available for users to integrate into projects. |
| Storage | Storage 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.
| Plan | Price | What's Included |
|---|---|---|
| Oria Basic | $5 / user / month | Multi-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 / month | Everything 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 / month | Full 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
| Item | Description | VUs |
|---|---|---|
| AI Worker / AI Operator | Average count of active workshop projects using AI Workers or AI Operators. Multiple objects in one project count as one. | 50.00 |
| Workshop Projects | Average count of active workshop projects. | 25.00 |
| MCP / API Collections | MCP 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
| Item | Description | VUs |
|---|---|---|
| AI Assistant | Average count of AI Assistant agents used. Workflow steps do not affect cost. | 50.00 |
| Map Screen | Average count of map screens. | 50.00 |
| Public App | Average 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 Type | Billing Cycle | Quantity | UoM | Cost (Credits) |
|---|---|---|---|---|
| Value Units (VUs) | Monthly | 1 | VU | 1 |
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 Type | Billing Cycle | Quantity | UoM | Cost (Credits) |
|---|---|---|---|---|
| Computing Hours (Only when not using VUs) | Monthly | 1 | Hour | 0.90 |
Computing hours do not apply if your account is billed by Value Units.
GPU, Storage, AI LLM & Other Components
GPU Droplets
| Resource Type | Billing Cycle | Quantity | UoM | Cost (Credits) |
|---|---|---|---|---|
| AI Dedicated GPU Hours | Usage | 1 | Hour | GPU 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.
| Model | Provider | Context | Max Output | Input (Credits/1M) | Output (Credits/1M) | Capabilities |
|---|---|---|---|---|---|---|
| openai/gpt-5.5 | OpenAI | 1M | 128K | 6.5000 | 39.0000 | Vision |
| anthropic/claude-opus-5 | Anthropic | 1M | 128K | 6.5000 | 32.5000 | Vision · Reasoning |
| anthropic/claude-opus-4-8 | Anthropic | 1M | 128K | 6.5000 | 32.5000 | Vision · Reasoning |
| anthropic/claude-opus-4-7 | Anthropic | 1M | 128K | 6.5000 | 32.5000 | Vision · Reasoning |
| anthropic/claude-opus-4-6 | Anthropic | 1M | 128K | 6.5000 | 32.5000 | Vision · Reasoning |
| anthropic/claude-opus-4-5 | Anthropic | 200K | 64K | 6.5000 | 32.5000 | Vision · Reasoning |
| anthropic/claude-sonnet-5 | Anthropic | 1M | 128K | 3.9000 | 19.5000 | Vision · Reasoning |
| anthropic/claude-sonnet-4-6 | Anthropic | 1M | 128K | 3.9000 | 19.5000 | Vision · Reasoning |
| anthropic/claude-sonnet-4-5 | Anthropic | 200K | 64K | 3.9000 | 19.5000 | Vision |
| openai/gpt-5.4 | OpenAI | 1M | 128K | 3.2500 | 19.5000 | Vision |
| openai/gpt-5.2 | OpenAI | 1.05M | 32K | 2.2750 | 18.2000 | Vision |
| google/gemini-2.5-pro-preview | OpenRouter | 1.05M | 8K | 1.6250 | 13.0000 | — |
| openai/gpt-5 | OpenAI | 1.05M | 32K | 1.6250 | 13.0000 | Vision |
🟢 ARPIA Core LLM Models (Pay-Per-Use)
Billed per Token Consumption unless otherwise specified in a signed contract.
| Model | Provider | Context | Max Output | Input (Credits/1M) | Output (Credits/1M) | Capabilities |
|---|---|---|---|---|---|---|
| openai/gpt-4o | OpenAI | 128K | 16K | 3.2500 | 13.0000 | Vision |
| mistralai/pixtral-large-2411 | OpenRouter | 131K | 8K | 2.6000 | 7.8000 | — |
| anthropic/claude-haiku-4-5 | Anthropic | 200K | 8K | 1.3000 | 6.5000 | Vision |
| openai/gpt-5.4-mini | OpenAI | 1M | 128K | 0.9750 | 5.8500 | Vision |
| moonshotai/Kimi-K2.7-Code | Nebius | 256K | 32K | 2.0000 | 5.0000 | Vision · Reasoning |
| Qwen/Qwen3.5-397B-A17B | Nebius | 256K | 32K | 1.2000 | 4.6000 | Vision · Reasoning |
| deepseek-ai/DeepSeek-V4-Pro | Nebius | 1M | 10K | 2.2750 | 4.5500 | Reasoning |
| nvidia/Nemotron-3-Ultra-550b-a55b | Nebius | 256K | 10K | 1.3000 | 3.9000 | Reasoning |
| cerebras/zai-glm-4.7 | Cerebras | 131K | 8K | 2.9250 | 3.5750 | Reasoning |
| openai/gpt-5-mini | OpenAI | 1.05M | 32K | 0.3250 | 2.6000 | Vision |
| openai/gpt-5.4-nano | OpenAI | 1M | 128K | 0.2600 | 1.6250 | Vision |
| mistralai/codestral-2501 | OpenRouter | 262K | 16K | 0.3900 | 1.1700 | — |
| cerebras/gpt-oss-120b | Cerebras | 128K | 25K | 0.4550 | 0.9750 | Reasoning |
| openai/gpt-4o-mini | OpenAI | 128K | 16K | 0.1950 | 0.7800 | Vision |
| nvidia/Cosmos3-Super-Reasoner | Nebius | 256K | 16K | 0.6000 | 0.6000 | Vision · Reasoning |
| openai/gpt-5-nano | OpenAI | 1.05M | 32K | 0.0650 | 0.5200 | Vision |
| mistralai/mistral-nemo | OpenRouter | 131K | 8K | 0.1950 | 0.1950 | — |
📋 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
- Use Core Models for 80–90% of operations.
- Reserve Frontier Models for advanced reasoning.
- Monitor usage in the dashboard.
- 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 Type | Billing | Quantity | UoM | Cost |
|---|---|---|---|---|
| SingleStore | Monthly Daily Avg | 10 | GB | 5 |
| MySQL/MariaDB | Monthly Daily Avg | 10 | GB | 2.5 |
| Object Storage | Monthly Daily Avg | 10 | GB | 1 |
Dedicated Storage
| Resource Type | Billing | UoM | Cost |
|---|---|---|---|
| SingleStore Node (32GB 8vCPU) | Monthly | Node | 750 |
| MySQL/MariaDB Node (32GB 8vCPU) | Monthly | Node | 250 |
| Object Storage Node (8GB 4vCPU) | Monthly | Node | 150 |
For HA setups, add +1 node per existing node.
Credit Billing Policy & Terms
- Credit Rollover: Annual plans only.
- No Refunds: Except in case of system error.
- Invoices are generated on the 5th of each month based on previous month's usage.
- Payment via Stripe.
- Prepaid balances are automatically deducted from recurring usage.
- 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.
Updated 12 days ago
