kitio.aiLangSmith vs Tokenomy
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Tokenomy has the lower starting price: about $9 a month, against $39 for LangSmith.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Agent tracing
- Datasets and evaluators
- Prompt hub
- Agent deployment
- Online monitoring
- Metering proxy
- Budget guard
- Smart model routing
- Per-step cost attribution
- Margin and forecast reports
- Chargeback exports
| Feature | LangSmith | Tokenomy |
|---|---|---|
| Best for | Tracing, evaluation and deployment platform for LLM agents | FinOps layer that meters, caps and routes LLM and agent spend |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Freemium |
| Starting price | $39/mo | $9/mo |
| Free plan | Yes | Yes |
| Made by | LangChain | Tokenomy |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Tokenomy has the lower starting price: about $9 a month, against $39 for LangSmith.
Free plan
Cheapest paid plan
Top plan
Free trial
3 plans
Developer
Free
- 1 seat
- 5k base traces / month, then pay as you go
- Community support
Plus
$39/mo
- Per seat
- 10k base traces / month, then pay as you go
- Access to Deployment and Engine
- Unlimited seats
Enterprise
Custom
- Self-hosted and hybrid deployment
- Custom SSO, ABAC and RBAC
- Support SLA
4 plans
Starter
$9/mo
- Under $25k/yr AI spend
- Metering proxy and budget guard
- 30-day retention
Pro
$39/mo
- Up to $250k/yr AI spend
- Smart router and caching
- Slack alerts, anomaly detection
Team / Business
$499/mo
- Up to $2M/yr AI spend
- Chargeback exports
- SSO and audit logs
Enterprise
From $50k/yr
- $2M+/yr AI spend
- Dedicated tenancy
- Private deployment
Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
LangSmith
- Detailed agent traces
- Strong LangGraph integration
- Works with any framework
- Per-seat pricing adds up
- Trace retention costs extra
- Self-hosting is enterprise-only
Tokenomy
- Stops overspend before it happens
- Works across major model providers
- Useful for both engineering and finance
- Adds a proxy hop to every call
- SSO and audit logs need the $499 plan
Which one should you choose?
Choose LangSmith if you want:
- Detailed agent traces
- Strong LangGraph integration
- Works with any framework
Watch out: per-seat pricing adds up.
Choose Tokenomy if you want:
- Stops overspend before it happens
- Works across major model providers
- Useful for both engineering and finance
Watch out: adds a proxy hop to every call.
LangSmith vs Tokenomy FAQ
What is the difference between LangSmith and Tokenomy?
LangSmith: Tracing, evaluation and deployment platform for LLM agents. Tokenomy: FinOps layer that meters, caps and routes LLM and agent spend. Both are models & apis tools.
Is LangSmith or Tokenomy cheaper?
Tokenomy has the lower starting price: about $9 a month, against $39 for LangSmith.
Do LangSmith and Tokenomy have free plans?
LangSmith: Yes. Tokenomy: Yes.
Who makes LangSmith?
LangSmith is made by LangChain, based in United States.
Who makes Tokenomy?
Tokenomy is made by Tokenomy.
Which should I choose, LangSmith or Tokenomy?
Choose LangSmith if you value detailed agent traces and strong langgraph integration. Choose Tokenomy if you value stops overspend before it happens and works across major model providers.