RacLink vs Gumloop
Gumloop is an AI agent builder. It lets people build agents with any AI model and any integration, while admins control access and spend. RacLink is a multi-model AI workspace with ready-made agents and a built-in CRM, email, docs and invoicing. Both route tasks to different models.
against Gumloop's own website. Prices are in US dollars and can change.
The short answer
Pick Gumloop if you want to build your own agents, with 400+ connectors, a real browser for each agent and admin control over models and spend.
Pick RacLink if you want agents that already have a CRM, email, docs and invoicing to work in, and one flat monthly price with no orchestration fee.
At a glance
RacLink and Gumloop side by side on models, agents, approvals, built-in tools, MCP and price. The Gumloop column was checked on its website in October 2026.
| Feature | RacLink | Gumloop |
|---|---|---|
| AI models | Claude, GPT and Gemini included; Grok, DeepSeek, Mistral, Llama, Perplexity and more with your own API key | 35+ models; admins can restrict which models are used |
| Switching models per task | Yes. Each task is routed to the model that is best at it, and the model behind an agent can be swapped | Yes. A Model Router picks a model for each task |
| Agents that act in your tools | Yes. Agents work in the built-in CRM, email, docs and invoicing, and in apps and MCP servers you connect | Yes. 400+ connectors, a real browser, and agents in Slack, Teams and Gmail |
| Approval before sending | Yes. Approval mode holds outgoing work until a person approves it | Yes. Human in the loop with secure handoffs, and approval for costly actions |
| CRM, email, invoicing and docs built in | All four built in | None built in; connects to your existing apps |
| MCP | Yes. RacLink has its own MCP server, so Claude and other MCP clients can work in your workspace, and it connects to outside MCP servers | Yes. MCP server hosting (1 on Pro) and MCP tool-call tracking |
| Pricing | Free plan; $199, $399 or $799 a month flat, unlimited members RacLink pricing | Pro from $37/month with 20k credits and an 8% orchestration fee; Enterprise custom Gumloop pricing |
Where Gumloop is better
Gumloop is the stronger choice in 3 areas. If these matter most to you, Gumloop may be the right pick.
A real browser for every agent
Gumloop agents open a real browser to click, type and upload on any site, use saved logins without seeing passwords, and record every session.
Detailed spend controls
You can cap spend by agent, team or the whole org, approve costly actions, and see which models cost the most to run.
Lower entry price with unlimited seats
Pro starts at $37 a month with unlimited seats, teams and agents, and there is a 14-day free trial. Gumloop also says it is SOC 2 Type II audited.
Where RacLink is different
RacLink puts every top AI model in one workspace, sends each task to the model that's best at it, and lets AI agents do the work across your tools, with approval before anything goes out.
Business tools are built in
Gumloop connects agents to the apps you already use. RacLink includes a CRM, email, docs and invoicing, so agents work on records that live in the same workspace.
Agents ready on day one
RacLink comes with agents for leads, email, marketing, documents and workflows, plus Hydra, an AI chief of staff. Agent Studio is there when you want to describe your own.
No orchestration fee
RacLink plans are a flat monthly price with daily AI credits included. Extra credits are optional, and there is no percentage fee on top.
You stay in control on every plan
- Approval mode: nothing reaches a customer until you say go
- Monthly spend limits on AI usage
- Scoped permissions for each member and agent
- A full audit record of what each agent did
Want to see which model RacLink picks for which job? The guide to the best AI model for each task explains it. To use Claude or another MCP client with your RacLink workspace, see the RacLink MCP server.
Pricing compared
Gumloop is priced as shown below, checked in October 2026. RacLink charges one flat monthly price for the whole workspace, with unlimited members.
Gumloop pricing
Gumloop Pro starts at $37 a month with 20,000 credits a month, unlimited seats, teams and agents, 35+ models and one hosted MCP server. It adds an 8% orchestration fee. Enterprise is custom, with discounts on that fee.
Gumloop offers a 14-day free trial on Pro.
RacLink's paid plans are $199, $399 or $799 a month with unlimited members. Gumloop is cheaper to start; RacLink includes the CRM, email, docs and invoicing in that price.
RacLink pricing
RacLink has a free plan to start. Paid plans are one flat monthly price for the whole workspace, with unlimited members and daily AI credits included:
- Startup Core: $199 a month, 200 AI credits a day
- Revenue Accelerator: $399 a month, 1,000 AI credits a day
- Enterprise OS: $799 a month, unlimited daily AI credits
Paying for one to five years ahead takes up to 30% off. There is no charge per member.
See RacLink pricingSwitching from Gumloop
You do not have to switch everything at once. Start RacLink next to Gumloop and run both side by side while you compare.
- 1List your Gumloop agents and the connectors each one uses.
- 2Create a RacLink workspace for free and invite your team.
- 3Connect your email and your current CRM, or add your key contacts and deals to RacLink's built-in CRM.
- 4Recreate your most-used agents, starting with the ones that touch customers.
- 5Turn on approval mode and set a monthly spend limit before agents go live.
RacLink vs Gumloop: questions people ask
Is RacLink a good Gumloop alternative?
Yes, if you would rather start with ready-made agents and built-in business tools than build agents from scratch. Both route tasks to different models. RacLink adds a CRM, email, docs and invoicing in one flat price.
When should I just use Gumloop?
Use Gumloop when you want to build many custom agents, need a real browser for each one, and want fine control over models and spend across your organisation.
Do both Gumloop and RacLink route tasks to different models?
Yes. Gumloop has a Model Router that picks a model for each task, and RacLink sends each task to the model that's best at it. The bigger difference is what the agents work in: RacLink has the CRM, email, docs and invoicing built in.
Which AI models does RacLink use?
RacLink includes Claude, GPT and Gemini and sends each task to the model that is best at it. You can also connect Grok, DeepSeek, Mistral, Llama, Perplexity and other providers with your own API key.
How much does RacLink cost compared with Gumloop?
Gumloop pricing, checked October 2026: Pro from $37/month with 20k credits and an 8% orchestration fee; Enterprise custom. RacLink has a free plan, and paid plans cost $199, $399 or $799 a month for the whole workspace, with unlimited members.
More RacLink comparisons
Sources for Gumloop claims (checked October 2026)
Every top AI model, working together
Start free, invite your team, and give an agent its first task with approval mode on.
See RacLink plans