Start with $10 in credits, pay for what you run.
One balance for optimization, deploys, and the agent. No subscription. Top-ups stay valid for one year.
Pay as you go
Hosted Model APIs, per token, on one prepaid balance.
$10 minimum top-up, pay for what you run.
What's included
OpenAI-compatible chat, embeddings, and speech to text; Anthropic-compatible Messages; native rerank
Per-token pricing with cached input discounts on supported models
Session-aware routing keeps agent replays warm
Access to the Optimization agent
One prepaid balance, no seats, no per-user fees
New accounts start with $1 free to test the Model APIs.
Add credits to start, $100Enterprise
Dedicated infrastructure, compliance, and custom volume.
Custom pricing
Everything self-serve includes, plus
Custom deployment and optimization for any Hugging Face model
Audit logs and role-based access control (RBAC)
Custom volume and contract terms
Custom SLAs up to 99.99%
SOC 2 Type II attestation
Dedicated CSM and private Slack
Model APIs
Pay for model tokens, not idle capacity
Price per 1M tokens
Nemotron 3.5 Lightning 30B
Input
$0.05Cached input
$0.0196.7% cache hit, last 24 hours
Output
$0.15Qwen3.8 27B
Input
$0.10Cached input
$0.0193.3% cache hit, last 24 hours
Output
$0.40Ornith 1.5 35B
Input
$0.10Cached input
$0.0193.0% cache hit, last 24 hours
Output
$0.40GLM 5.3 Flash
Input
$0.10Cached input
$0.0198.6% cache hit, last 24 hours
Output
$0.40Limits and modality-specific capabilities are listed on each model page.
Compare Pay as you go and Enterprise
Pay as you go is self-serve, funded by credit top-ups. Enterprise adds private infrastructure, reserved capacity, compliance, and custom terms.
Pay as you go
from a $10 top-up
Pricing modelCredit top-ups from $10, pay for what you run
BalanceOne balance for optimization, deploys, and inference
SeatsNo per-seat fees
Optimization techniques
Standard GPUs (T4 to H100)
Managed deployUnlocks at $50 lifetime spend
Self-hosted / custom GPUIncluded (deployment kit + BYOC)
OpenAI- and Anthropic-compatible APIs
Audit logs and RBACBusiness accounts
SOC 2 Type II
SLANo contractual SLA
SupportPriority email
Enterprise
Custom
Pricing modelCustom volume and terms
BalanceOne shared balance with custom controls
SeatsNo per-seat fees
Optimization techniques
Standard GPUs (T4 to H100)
Managed deploy
Self-hosted / custom GPUIncluded, plus custom-GPU deployment
OpenAI- and Anthropic-compatible APIs
Audit logs and RBAC
SOC 2 Type II
SLAUp to 99.99%
SupportDedicated CSM and private Slack
Credit pricing and model-serving infrastructure answer different questions. Estimate GPU fit, rent, paid idle capacity, and API crossover for a specific model and traffic shape.
Common questions
Can't find what you're looking for? Get in touch
How does the balance work?
You add credits with one-time top-ups, starting at $10, and spend from one balance, in dollars. Optional auto-recharge adds credits automatically when your balance runs low. Top-ups stay valid for one year, and the same balance covers agent plans, optimization, benchmarking, deploys, and hosted inference.
Deploy your first optimized model, measured before you ship
Describe the goal. RunInfra builds and optimizes the stack.
End-to-end encryption
Isolated GPU infrastructure
No training on your data
SOC 2 Type II