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docs: add LLM Gateway spend monitoring guide - #5076

#5076
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Martha Janicki (marthajanicki) wants to merge 4 commits into
mainlangchain-ai/docs:mainfrom
open-swe/llm-gateway-cost-dashboard-docslangchain-ai/docs:open-swe/llm-gateway-cost-dashboard-docsCopy head branch name to clipboard
Draft

docs: add LLM Gateway spend monitoring guide#5076
Martha Janicki (marthajanicki) wants to merge 4 commits into
mainlangchain-ai/docs:mainfrom
open-swe/llm-gateway-cost-dashboard-docslangchain-ai/docs:open-swe/llm-gateway-cost-dashboard-docsCopy head branch name to clipboard

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@marthajanicki

@marthajanicki Martha Janicki (marthajanicki) commented Jul 24, 2026

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Description

Adds a public-facing guide to the LLM Gateway spend dashboard, covering availability, navigation, dimensions, filters, summary metrics, charts, tables, and drilldowns. Adds the page to the LLM Gateway navigation for editorial review.

Test Plan

Made by Open SWE

Co-authored-by: open-swe[bot] <open-swe@users.noreply.github.com>
@github-actions github-actions Bot added langsmith For docs changes to LangSmith internal labels Jul 24, 2026

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Prepared with OpenSWE. Please add any additional details to help guide customers across some of the details.

@katmayb Kathryn May (katmayb) left a comment

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Couple of links to add in, but besides that lgtm from a docs perspective

Comment thread src/langsmith/llm-gateway-monitoring.mdx Outdated
Comment thread src/langsmith/llm-gateway-monitoring.mdx Outdated

The LLM Gateway spend dashboard shows how much LLM cost your organization has accrued through the gateway. Use it to compare spend over time and identify the workspaces, users, API keys, and models that account for that spend.

The dashboard is available to all paid LLM Gateway plans.

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We probably want to link to /langsmith/pricing-plans here once Gateway is listed.

Co-authored-by: Kathryn May <44557882+katmayb@users.noreply.github.com>
Co-authored-by: Kathryn May <44557882+katmayb@users.noreply.github.com>
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Mintlify preview branch generated: preview-opensw-1785249875-a13f774

Site preview: https://langchain-5e9cc07a-preview-opensw-1785249875-a13f774.mintlify.site

Important

Preview links may take a few minutes to start working while the deployment finishes.

Changed documentation pages (preview deep links):

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