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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. If you need to change your cap, contact your account executive or support to adjust your limit.
Account TierDefault CapHow to Change Limit
Free$100/monthUpgrade to Pro or Enterprise
Pro$6,000/monthContact your account executive or support for manual review
Enterprise$700,000/yearContact your account executive or support for manual review

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.

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