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Harness benefits

Token Plan Personal Edition Standard and Pro plans include Harness benefits: monthly free quotas and post-paid discounts for AgentStudio tools, called with the Model Studio API Key and separate from plan Credits.

Benefit overview

Standard and Pro plans include Harness benefits in addition to model Credits:
  • Monthly free quota: Covers AgentStudio tools such as web search, image generation, and text-to-speech. Quotas are issued monthly.
  • Post-paid discount: After the free quota is exhausted, excess usage is billed at 88% of the list price.
  • No Credits consumed: Harness benefit usage is metered separately and is not deducted from plan Credits or top-up packs.
The Lite and Essential plans do not include Harness benefits; Team Edition does not support Harness benefits.

Tools and monthly free quota

The table below lists the monthly free quota for each tool under Standard and Pro plans. Tools without a free quota only receive the post-paid discount.

Category

Tool

Standard monthly quota

Pro monthly quota

Self-developed tools

Enhanced web search

100 times

500 times

Vertical search

100 times

500 times

Web page parsing

1,000 times

5,000 times

Image generation

20 images

50 images

Text-to-speech

10,000 characters

10,000 characters

Speech recognition

5 hours

5 hours

Video generation

—

—

Code interpreter

100 times

500 times

Knowledge Base

RAG service

—

—

Memory

Memory

—

—

Managed Agent

Managed Agent

—

—

Sandbox

Sandbox

—

—

"—" indicates no monthly free quota for that tool; the post-paid discount still applies. Quota values and discounts are subject to the console subscription page.

Billing and deduction

  • Harness benefit usage is metered separately and is not deducted from plan Credits or top-up packs.
  • The free quota is consumed first; after it is exhausted, excess usage is billed at 88% of the list price.
  • Harness benefits and model Credits deduction are independent and not mixed.
  • API Key: Harness benefits tools are called through the Model Studio API Key (format: sk-xxx) to invoke MCP services, and consumption counts toward the Harness benefits quota and discount. This differs from the Token Plan-specific API Key (format: sk-sp-xxx, used for model calls and deducted from Credits); the two cannot be used interchangeably.
To view the discounted unit price and discount details of each tool, go to the Harness benefits tab in the console and click "View details" on the corresponding tool.

Quota upgrade

After upgrading your plan (for example, from Standard to Pro), the remaining Harness benefits quota is calculated as follows:
remaining quota = (original tier total quota − used quota) + (new tier total quota − original tier total quota) × remaining days ÷ 30
  • original tier total quota − used quota: the remaining quota from the original tier, carried over.
  • (new tier total quota − original tier total quota) × remaining days ÷ 30: the extra quota from the higher tier, prorated by remaining days.
Rounded up. Subject to the console upgrade page. For example: Standard at 100 calls/month (20 used), Pro at 500 calls/month, 10 days remaining: remaining = (100−20) + (500−100)×10÷30 ≈ 214 calls.

Integration methods

For the integration flow, see Quick start or Connect Harness tools. On the Model Studio console, the My subscriptions Harness benefits tab shows available tools and quotas.

Notes

  • Eligibility: Harness benefits are included with Standard and Pro plans and issued per subscription cycle. Benefit provisioning rules upon renewal or upgrade are subject to the console.
  • Quota refresh: Monthly free quotas are issued per subscription cycle and do not carry over. Refresh rules are subject to the console.
  • Unsubscription: Personal Edition does not support self-service unsubscription; Harness benefits terminate when the subscription expires.
  • Region: Token Plan Personal Edition currently supports only the China (Beijing) region.

FAQ

What is the deduction order for Harness benefits?

The service's own free quota (such as trial or new-user quotas) is deducted first, then the Token Plan included benefits quota; after the benefits quota is exhausted, excess usage is billed at the service's discounted price on a pay-as-you-go basis.

Which API Key does Harness use?

Harness services (web search, image generation, code interpreter, RAG, Memory, Managed Agent, Sandbox, etc.) use the Model Studio API Key (starting with sk-) and the standard Model Studio Base URL. The system automatically identifies the Token Plan subscription under your account and applies the included benefits; you do not need to switch to the Token Plan-specific credentials. The Token Plan-specific API Key (starting with sk-sp-) is only for model calls deducted from Credits, not for Harness services.

Does calling Harness consume plan Credits?

No. Harness benefits are metered separately. Calls only deduct their own benefit quota; excess usage is billed at the discounted price on a pay-as-you-go basis and does not consume plan Credits or usage bundles.

Where can I view the remaining Harness benefits quota?

On the My Subscriptions page of the Model Studio console, switch to the Harness benefits tab to view each tool's free quota provisioning status, remaining quota, and expiry time.

Can usage bundles be used to pay for Harness services?

No. Usage bundles only supplement the model Credits quota of the Token Plan. Harness benefits are metered separately; excess usage is billed at the service's discounted price on a pay-as-you-go basis and does not consume usage bundles.
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