Usage Information and Limits ↗

Documentation Index#

Fetch the complete documentation index at: https://docs.wandb.ai/llms.txt Use this file to discover all available pages before exploring further.

Understand pricing, usage limits, and account restrictions for W&B Inference

Learn about pricing, limits, and other important usage information before using W&B Inference.

Pricing#

For detailed model pricing information, visit W&B Inference pricing.

Purchase more credits#

W&B Inference credits come with Free, Pro, and Academic plans for a limited time. Enterprise availability may vary. When credits run out:

• Free accounts must activate a pay-as-you-go inference (under the Billing tab), or upgrade to a paid plan to continue using W&B Inference. Activate pay-as-you-go or upgrade
• Pro plan users are billed for overages monthly, based on model-specific pricing
• Enterprise accounts should contact their account executive

Account tiers and default usage caps#

Each account tier has a default spending cap to help manage costs and prevent unexpected charges. W&B requires prepayment for paid Inference access.

Some users may need to change their cap. Contact your account executive or support to adjust your limit.

Concurrency limits#

If you exceed the rate limit, the API returns a 429 Concurrency limit reached for requests response. To fix this error, reduce the number of concurrent requests. For detailed troubleshooting, see W&B Inference support articles.

W&B applies rate limits per W&B project. For example, if you have 3 projects in a team, each project has its own rate limit quota.

Geographic restrictions#

The Inference service is only available from supported geographic locations. For more information, see the Terms of Service.

Next steps#

• Review the prerequisites before getting started.
• See available models and their specific pricing.