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ClawHQ vs LangSmith

LLM tracing vs unified cost observability

LangSmith by LangChain focuses on LLM observability and tracing. ClawHQ is a fleet management command center with a real-time dashboard, cost intelligence, task board, and skill marketplace for managing your entire AI agent fleet.

Feature
LangSmith
ClawHQ
Cost Tracking
Basic token costs
✅ Real-time spend dashboards
Budget Alerts
❌ Not available
✅ Configurable budget thresholds
Model Analytics
✅ LLM-focused traces
✅ Cost per model, per agent, per task
Multi-Provider
LangChain ecosystem
✅ Any provider via OTLP
Fleet Cost View
❌ No fleet concept
✅ Aggregate spend across agents
Setup Time
15-30 minutes
2 minutes (2 lines of config)
Pricing
Free tier + usage-based
$0-79/mo flat pricing
Data Export
✅ Available
✅ Full cost data export
OTLP Native
❌ Proprietary SDK
✅ OpenTelemetry native
Cost Forecasting
❌ Not available
✅ Projected spend trends

Why teams switch from LangSmith to ClawHQ

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See exactly where your money goes

LangSmith shows traces. ClawHQ shows you how much each trace costs, which models burn budget fastest, and where to optimize spend.

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Budget guardrails, not just visibility

Set budget alerts before you get a surprise bill. ClawHQ notifies you when any agent or model approaches spending thresholds.

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Works with any stack, not just LangChain

ClawHQ uses standard OTLP metrics, so it works with any LLM provider or agent framework — not just the LangChain ecosystem.

Popular use cases

Api Spend Tracking →Model Cost Optimization →Budget Management →

Frequently Asked Questions

Can I use ClawHQ alongside LangSmith?

Yes! Many teams use LangSmith for LLM-level debugging and ClawHQ for cost tracking and budget management. They complement each other.

Does ClawHQ support LangChain agents?

ClawHQ works with any agent that sends OTLP metrics, including LangChain-based agents connected through OpenClaw.

How does pricing compare?

ClawHQ offers flat pricing from $0-79/mo vs LangSmith's usage-based model that can scale unpredictably. Our free tier tracks up to 3 agents forever.

What cost metrics does ClawHQ track?

Token usage, API spend per model, cost per agent, cost per task, daily/weekly/monthly trends, and budget utilization.

Is migration difficult?

No migration needed — add 2 lines of OTLP config and ClawHQ starts tracking costs immediately alongside any existing tools.

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