fix(gemini): token count

[icecrasher321]

Summary

Token count should include thinking tokens.

Type of Change

• Bug fix

Testing

Tested manually

Checklist

• Code follows project style guidelines
• Self-reviewed my changes
• Tests added/updated and passing
• No new warnings introduced
• I confirm that I have read and agree to the terms outlined in the Contributor License Agreement (CLA)

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1 Skipped Deployment

Project	Deployment	Review	Updated (UTC)
docs	Skipped		Jan 28, 2026 3:09am

[greptile-apps]

Greptile Overview

Greptile Summary

This PR fixes token counting for Gemini models by including thinking tokens in the output token count for accurate billing.

Main Changes:

• Modified convertUsageMetadata in apps/sim/providers/google/utils.ts to extract thoughtsTokenCount from the Gemini API response and add it to candidatesTokenCount
• Updated AgentInputs interface to change temperature and maxTokens from number to string types to properly handle form inputs
• Added empty string validation in agent-handler.ts before converting temperature and maxTokens to numbers

Impact:
The thinking tokens feature in Gemini models (controlled by thinkingLevel configuration) generates internal reasoning that consumes tokens. Previously, these tokens weren't included in billing calculations, leading to underreporting of actual usage. This fix ensures thoughtsTokenCount is properly included in the output token count, which feeds into calculateCost() for accurate billing.

Confidence Score: 5/5

• Safe to merge - straightforward bug fix with correct implementation
• The changes are minimal, focused, and correctly implement the fix. The token counting logic properly adds thoughtsTokenCount to the output count as expected by billing. The type changes for temperature and maxTokens handle form inputs correctly with empty string validation.
• No files require special attention

Important Files Changed

Filename	Overview
apps/sim/providers/google/utils.ts	Added thoughtsTokenCount to billing calculation, correctly includes thinking tokens in output count
apps/sim/executor/handlers/agent/types.ts	Changed temperature and maxTokens types from number to string for proper form input handling
apps/sim/executor/handlers/agent/agent-handler.ts	Added empty string check before converting temperature and maxTokens to numbers, handles form empty values

Sequence Diagram

sequenceDiagram
participant User as User/Form Input
participant AgentHandler as AgentBlockHandler
participant Provider as Gemini Provider
participant GeminiAPI as Gemini API
participant Utils as Google Utils
participant Billing as Cost Calculation
User->>AgentHandler: Submit agent block with temperature & maxTokens (as strings)
AgentHandler->>AgentHandler: Check temperature != null && !== ''
AgentHandler->>AgentHandler: Check maxTokens != null && !== ''
AgentHandler->>AgentHandler: Convert strings to numbers using Number()
AgentHandler->>Provider: Send request with numeric temperature & maxTokens
Provider->>GeminiAPI: Execute model with thinkingConfig
GeminiAPI-->>Provider: Response with usageMetadata (promptTokenCount, candidatesTokenCount, thoughtsTokenCount)
Provider->>Utils: Call convertUsageMetadata(usageMetadata)
Utils->>Utils: Extract thoughtsTokenCount from usageMetadata
Utils->>Utils: Calculate candidatesTokenCount = candidatesTokenCount + thoughtsTokenCount
Utils->>Utils: Calculate totalTokenCount
Utils-->>Provider: Return GeminiUsage with updated counts
Provider->>Billing: calculateCost(promptTokenCount, candidatesTokenCount)
Billing-->>Provider: Cost for input + output tokens (including thinking)
Provider-->>AgentHandler: Return response with correct token counts and cost

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[icecrasher321]

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