The best agent platform for most Microsoft 365 teams is Microsoft Copilot Studio, because it connects agents to Microsoft 365 data and apps with a tenant-wide credit pack. If you already run sales or service on Salesforce, Agentforce fits that stack, with conversation pricing at $2 per conversation for customer-facing agents. For developers who want code-level control, LangSmith with LangGraph gives tracing, evaluation, and managed deployment from $39 per seat per month.
We compared 8 options for best agent platform. Each profile below lists the price, free plan, pros and cons as published by the company.
On this page
Best agent platform: comparison table
Swipe the table sideways on a phone to see every column.
| # | Name | Best for | Starting price | Free plan / trial | Link |
|---|---|---|---|---|---|
| 1 | Microsoft Copilot Studio | Microsoft 365 teams building internal and external agents | $200 per tenant/month | Free trial | Visit |
| 2 | Salesforce Agentforce | Salesforce sales and service teams | $2 per conversation | Yes | Visit |
| 3 | LangSmith | Developers building LangGraph agents | $39 per seat/month | Yes | Visit |
| 4 | n8n | Technical teams automating workflows with agents | 20 euros per month | Yes | Visit |
| 5 | Botpress | Support teams building chat agents | $150 per month | Yes | Visit |
| 6 | Zapier | No-code teams connecting many apps | $19.99 per month | Yes | Visit |
| 7 | Make | Visual workflow builders on a budget | $9 per month | Yes | Visit |
| 8 | Lindy | Small teams wanting an AI teammate in Slack | $49.99 per user/month | Free trial (7 days) | Visit |
The 8 best best agent platforms, in detail
Microsoft Copilot Studio
Best for: Microsoft 365 teams building internal and external agents
Microsoft Copilot Studio is the agent builder inside the Microsoft ecosystem, and it suits teams that already live in Microsoft 365. You can describe an agent in natural language or build it with a graphical interface, then connect it to documents, data sources, and Power Platform connectors. Agents can work inside Microsoft 365 for employees, and the standalone license adds publishing to external channels such as websites and apps.
- That split matters, because the internal use included with a Microsoft 365 Copilot license does not cover every external case.
- Pricing is based on Copilot Credits.
- Microsoft lists a tenant-wide pack of 25,000 Copilot Credits at $200 per pack per month, and a pay-as-you-go meter is also available through Azure.
- Each agent action or response uses a varying number of credits, so a short answer costs less in credits than a long task with several actions.
Pros
- Connects to Microsoft 365 data and Power Platform connectors
- publishes agents to Microsoft 365, websites, and apps
Cons
- An Azure subscription is required for standalone use
- credit use varies by action, so monthly cost is hard to forecast
Salesforce Agentforce
Best for: Salesforce sales and service teams
Salesforce Agentforce is the agent layer for teams that already store customer, case, and order data in Salesforce. Agents can answer product questions, update records, summarize cases, and hand work to a person when the request needs human judgment. Because the agent works from Salesforce objects and knowledge, it can pull the right record without asking the customer to repeat details that are already on file.
- That fit is the main reason to choose it over a general builder.
- Salesforce lists two consumption routes.
- Conversations cost $2 per conversation for customer-facing agents, and Flex Credits cost $500 per 100,000 credits, with a standard action using 20 cre
- Salesforce Foundations is listed at $0 and includes Agentforce Builder and Prompt Builder.
Pros
- Built for Salesforce records, cases, and customer data
- Flex Credits cover actions across sales, service, and voice
Cons
- Flex Credits and Conversations cannot be used in the same org
- unused Flex Credits do not roll over
LangSmith
Best for: Developers building LangGraph agents
LangSmith is LangChain’s platform for tracing, evaluation, and deployment, and it pairs with LangGraph for building agents as graphs of steps. The graph model suits agents that need to pause for human input, retry a failed step, or resume after a crash from a checkpoint. Developers can watch a run step by step in LangSmith Studio, inspect what the agent decided at each node, and run online and offline evaluations to catch regressions before a change reaches production.
- The Developer plan costs $0 for one seat and includes up to 5,000 base traces per month.
- The Plus plan costs $39 per seat per month, includes up to 10,000 base traces per month, and adds access to Deployment, Engine, and more, with one fre
- Usage beyond the included amounts is metered in LangChain Standard Units, with 1 LSU equal to $1.
- That structure keeps the entry price low, but teams with heavy trace volume should budget for usage as well as seats.
Pros
- Tracing, evaluation, and managed deployment in one place
- LangGraph supports long-running agents with checkpoints
Cons
- The free Developer plan is limited to 1 seat
- usage is metered in LangChain Standard Units on top of the seat price
n8n
Best for: Technical teams automating workflows with agents
n8n is a workflow automation tool with AI agent nodes, and it suits technical teams that want to combine language models, tools, and business apps in one flow. You build a workflow on a visual canvas, add an AI agent node, connect it to models and tools, and trigger it from a webhook, a schedule, or another app. Because n8n counts one execution per full workflow run, a long workflow with many steps costs the same as a short one in execution terms, which makes volume easier to predict than per-step billing.
- The Cloud Starter plan costs 20 euros per month billed annually and includes 2,500 executions per month.
- Pro costs 50 euros per month billed annually and includes 10,000 executions per month.
- The self-hosted Community Edition has no license fee, but you run the server, database, backups, and updates yourself.
- Cloud plans include unlimited users and workflows, so the main limits to check are executions, concurrency, and shared projects, not headcount.
Pros
- Charges per workflow execution, not per step
- self-hosted Community Edition has no license fee
Cons
- Starter is limited to 1 shared project and 5 concurrent executions
- prices are listed in euros, so other currencies vary
Botpress
Best for: Support teams building chat agents
Botpress is an AI agent platform for customer support, with a visual Studio for designing conversations, a knowledge base for grounding answers, and channels such as webchat and WhatsApp. Agents can answer common questions, collect details, and hand a conversation to a person with the full history attached. The platform also includes Botpress Desk for human agents, so a team can manage automated and human conversations in one workspace instead of splitting them across two tools.
- The Free plan costs $0 and includes 100 conversations per month, 3 seats, and 3 AI agents.
- Plus costs $150 per month billed annually and includes 250 conversations per month, $25 of AI usage, unlimited AI agents, and white-label webchat.
- Team costs $750 per month billed annually and includes 1,500 conversations per month and unlimited seats.
- A conversation is any exchange with at least two messages from the end user in the billing month, and packs of 100 extra conversations cost $65 on Plu
Pros
- Visual Studio for building agents without code
- unlimited AI agents on Plus and Team plans
Cons
- Plus is limited to 250 conversations per month and 3 seats
- extra conversation packs cost $65 per 100
Zapier
Best for: No-code teams connecting many apps
Zapier is best known for Zaps, which connect apps in trigger and action steps, and it now adds Zapier Agents, AI teammates that work across apps. An agent can read data from one app, take action in another, and follow instructions without a fixed step-by-step flow. The catalog covers more than 9,000 apps, so teams can connect a CRM, a help desk, a spreadsheet, and a messaging tool without writing integration code or asking a developer to build each connection.
- The Free plan costs $0 and includes 100 tasks per month and two-step Zaps.
- Professional starts at $19.99 per month billed annually for 750 tasks, with multi-step Zaps, premium apps, and webhooks.
- Team starts at $69 per month billed annually for 2,000 tasks and 25 users.
- Tasks are shared across the account, and Zap workflows, AI steps, code, MCP, and SDK all draw from the same task allocation.
Pros
- Connects to more than 9,000 apps
- Zapier Agents work across apps with a shared task pool
Cons
- Professional is for 1 user, so sharing needs Team
- AI steps can use more tasks depending on the model tier
Make
Best for: Visual workflow builders on a budget
Make is a visual automation platform where you draw a scenario as a flow of modules, and it now supports AI agents and AI steps inside those flows. Each module action uses credits, with most actions using 1 credit, while router and error-handler modules use none. That model suits teams that want to see the whole flow on one canvas, branch on conditions, and reuse the same scenario for many records without rebuilding it each time.
- The Free plan includes 1,000 credits per month.
- Core costs $9 per month billed annually for 10,000 credits, with unlimited active scenarios, 1-minute scheduling, and API access.
- Pro and Teams also start at 10,000 credits and cost more for added features and controls.
- Because credits are spent per module run, a scenario that polls every minute can spend credits checking for new data even when nothing changes, so set
Pros
- Visual canvas for multi-branch scenarios
- Core includes unlimited active scenarios and 1-minute scheduling
Cons
- Credits expire at the end of the term
- every entry plan starts with the same 10,000 credits, so features, not volume, set them apart
Lindy
Best for: Small teams wanting an AI teammate in Slack
Lindy is an AI teammate that works inside Slack, with scheduled routines, inbox management, meeting notes, and drafting in your voice. You can ask Lindy to triage email, prepare for a meeting, summarize calls, and follow up on tasks, and it can work across more than 3,000 integrations with MCP support. Approvals are built in, so actions with outside impact wait for approval, while read-only lookups from approved sources do not require it.
- Lindy lists a Free plan at $0 with $50 in free credits, no credit card required, and the free credits last 7 days.
- The Team plan costs $49.99 per month, with 5,000 credits for each active user, pooled across the workspace.
- Top-up credits cost $10 per 1,000 credits.
- Because every active user is billed, including people who mention Lindy in Slack, teams should agree who gets a seat before they invite the whole work
Pros
- Slack-native teammate with scheduled routines and inbox help
- credits pool across the workspace
Cons
- Every active user in the workspace is billed
- monthly credits refresh each cycle and do not roll over
How we chose
We picked platforms that build and deploy AI agents, not general chatbots with no tool use, and we checked each vendor pricing page on 2026-11-12. We compared starting prices, free plans, billing units, and plan limits, and we favored tools with a clear entry price and a documented free or trial route. We did not run hands-on tests, and we did not use third-party reviews to set prices. Where a vendor page showed no plan price, we left that tool out rather than guessing a figure.
Choose by team size and budget
| Team size | Monthly budget signal | Best fit |
|---|---|---|
| Solo builder | Under $20 per month | Make at $9 per month, or n8n Starter at 20 euros per month |
| Small team, 2 to 10 people | $20 to $200 per month | Zapier Professional, Botpress Plus, LangSmith Plus, or Lindy for 2 to 3 users |
| Growing team, 11 to 50 people | $200 to $750 per month | Microsoft Copilot Studio at $200 per tenant per month, Botpress Team, or Agentforce on Flex Credits |
| Large org, more than 50 people | Custom or usage-based | Agentforce, Microsoft Copilot Studio with extra credit packs, or LangSmith Enterprise |
Frequently asked questions
What is the best agent platform for a small business?
For a small business, the best fit is usually Make, n8n, or Zapier, because each one has a low entry price and a free plan for testing. Make starts at $9 per month, n8n Starter costs 20 euros per month billed annually, and Zapier Professional starts at $19.99 per month billed annually. Pick the one that connects to the apps you already use, and test one real workflow before you commit.
How much does an agent platform cost per month?
It depends on the billing unit and your volume. Entry prices in this guide range from $9 per month for Make to $200 per tenant per month for Microsoft Copilot Studio, with Agentforce at $2 per conversation and LangSmith Plus at $39 per seat per month. Usage charges sit on top of the base price on several platforms, so model a real month of work before you budget.
Do agent platforms offer a free plan?
Yes, most of the tools in this guide offer a free plan or a free trial. LangSmith, n8n, Botpress, Zapier, and Make all list a free plan, Agentforce lists Foundations at $0, and Microsoft Copilot Studio and Lindy offer a free trial. Free plans have strict limits on conversations, tasks, traces, or credits, so treat them as a pilot, not as production capacity.
What is the difference between an agent platform and a chatbot builder?
A chatbot builder usually follows a fixed script or answers from a knowledge base, while an agent platform lets an agent plan steps, call tools, read data, and take action across apps. Agent platforms also add tracing, evaluation, approvals, and deployment controls for work that runs without a person watching each step. If your task needs tool calls and follow-up actions, choose an agent platform.
Can I build an AI agent without coding?
Yes, several tools in this guide are built for no-code teams. Botpress, Zapier, Make, and Lindy let you build agents with visual builders, templates, or natural language instructions. Microsoft Copilot Studio also lets you describe an agent in natural language. LangSmith and n8n suit developers and technical teams more, because they need code or workflow design skill to use well.
Which agent platform is best for Microsoft 365 or Salesforce?
If your team runs on Microsoft 365, Microsoft Copilot Studio is the natural fit, because it connects to Microsoft 365 data and Power Platform connectors. If your team runs on Salesforce, Agentforce is the natural fit, because it works from Salesforce records, cases, and knowledge. Choosing the platform that matches your main system of record usually saves more time than picking a cheaper standalone tool.
Sources
- https://www.microsoft.com/en-us/copilot/products/copilot-studio
- https://www.microsoft.com/en-sg/copilot/pricing/copilot-studio
- https://www.salesforce.com
- https://www.salesforce.com/agentforce/pricing/?d=pb&bc=OTH
- https://www.langchain.com
- https://www.langchain.com/pricing
- https://n8n.io
- https://n8n.io/pricing
- https://botpress.com
- https://botpress.com/pricing
- https://zapier.com
- https://zapier.com/pricing
- https://www.make.com
- https://www.make.com/en/pricing
- https://www.lindy.ai
- https://www.lindy.ai/pricing
Prices and features were read on each company’s own website in November 2026. They change often, so confirm the current offer on the official site before you sign up or buy.