Clay vs Cargo
These two overlap, but they are different shapes of the same problem. Clay is a data and enrichment workbench you drive from a spreadsheet. Cargo is orchestration infrastructure, a control plane for always-on, signal-triggered workflows. Here is when each one fits.
By Rahul Bageria, co-founder · Updated June 2026
Different shapes of the same problem
These are not interchangeable. Both touch data and enrichment, but one is a workbench for building lists and the other is infrastructure for running workflows. Neither sends your outreach.
A spreadsheet-style UI over 150+ providers with waterfall enrichment and the Claygent research agent. The proven place to build lists and enrich them, with the deepest provider stack in the category.
A control plane for always-on, signal-triggered Plays, with governance, code and API access, native CRM write-back and routing. Newer and developer-led, built for GTM engineers.
- ✓You build and enrich lists from a spreadsheet UI
- ✓You want the deepest provider depth and waterfalls
- ✓You value a proven standard and a large community
- ✓You need always-on workflows triggered by live signals
- ✓You want governance, code, API access and CRM write-back
- ✓You have a RevOps or GTM-engineering function to run it
Many teams run both. Use Clay to build and enrich the list, then use Cargo to operationalize and govern it at scale, with always-on Plays, role-based access, and native routing into the CRM. Cargo itself concedes Clay is the better fit for low-volume, manual, spreadsheet-first prospecting.
Short on time? We'll tell you which fits your data workflow.
What each tool actually is
Clay
A spreadsheet-style data orchestration and enrichment platform. It cascades each contact through 150+ providers, runs the Claygent AI research agent, and lets you build lists from a flexible grid UI. It is the category standard for technical GTM and RevOps teams, praised for the deepest provider coverage and waterfall enrichment in the category, with a steep learning curve as the trade-off.
Visit ClayCargo
GTM infrastructure built to scale revenue, a control plane that unifies data, handoffs and automation. Its always-on Plays trigger on live signals, with governance, a build-in-UI-or-code approach, waterfall enrichment, three AI agents, and native CRM write-back. A Y Combinator S23 company, built for GTM engineers. Best for mid-market and enterprise teams with a dedicated RevOps function.
Visit CargoClay vs Cargo, side by side
The facts that decide it, verified from each tool's official site in June 2026.
| Dimension | Clay | Cargo |
|---|---|---|
| Best for | Building and enriching lists | Always-on orchestration at scale |
| Core shape | Spreadsheet-style data workbench | Orchestration control plane |
| Data and enrichment | Waterfall across 150+ providers | Waterfall across many providers |
| AI agents | Claygent research agent | Research, Qualification, SDR agents |
| Governance | Lighter, workbench-led | Retries, run history, versioning, RBAC |
| Code and API | API and webhooks | TypeScript SDK, CLI, MCP, agents as endpoints |
| Pricing model | Credits (Data Credits + Actions) | Single credit pool at $0.25/credit |
| Entry price | $185/mo Launch (free tier above it) | Free, then from $165/mo |
| Free tier | Yes, 100 credits a month | Yes, 100 enrichment credits one-time |
| Native outbound sending | No, integrates to senders | No, leans on Apollo, Outreach, Instantly |
Both price in USD on a credit model. Numbers verified June 2026, confirm the current plan on Clay and Cargo before you buy.
What each one can and cannot do
A capability check, scored the same way for both tools.
| Capability | Clay | Cargo |
|---|---|---|
| Spreadsheet / grid UI | ✓ | Limited no-code builder, not grid-first |
| Waterfall enrichment | ✓ 150+ providers | ✓ many providers |
| AI research agent | ✓ Claygent | ✓ Research, Qualification, SDR |
| Always-on, signal-triggered workflows | Limited runs and integrations | ✓ Plays |
| Governance (retries, versioning, RBAC) | Limited | ✓ |
| Code path (SDK, CLI, MCP) | ✕ API and webhooks | ✓ TypeScript SDK |
| Agents as API endpoints | ✕ | ✓ |
| Native CRM write-back and routing | ✓ HubSpot, Salesforce | ✓ HubSpot, Salesforce, routing |
| Templates / playbooks library | ✓ large recipe set | ✓ prebuilt Plays |
| Native outbound sending | ✕ integrates to senders | ✕ leans on Apollo, Outreach, Instantly |
| Ecosystem and community | ✓ Clay University, agencies | Limited newer, developer-led |
| Established track record | ✓ well funded, 189 reviews | Limited live, S23, thin public reviews |
"Limited" means available but not a core strength. Clay leads on the grid UI, provider depth and community; Cargo leads on always-on orchestration, governance and code access. Neither is a native sender: both hand off to a dedicated outreach tool.
What real users say
Public review scores and the themes that come up most, checked June 2026. Counts drift, so the live links are the source of truth.
Clay
Praised for: the deepest provider coverage and waterfall enrichment in the category, extreme flexibility, and its status as the standard for technical GTM and RevOps teams.
Watch-outs: a steep learning curve is the most consistent criticism, plus fast credit burn and slow support.
Cargo
Cargo is newer and developer-led, with limited public review presence on G2, Capterra and Trustpilot as of June 2026, so there is no representative score to cite yet. The fairest read is to trial it or talk to teams already running it.
Praised for: a powerful execution engine once a GTM strategy is in place, orchestration of full agent teams, a single unified credit pool, strong governance, and a developer-friendly build.
Watch-outs: a steep learning curve that assumes technical and GTM-engineering chops, a three-part credit model that makes spend hard to predict, a large jump from the $250 tier to the $1,190 tier, and no built-in outreach sequencer.
Read the scores in context. The asymmetry here is real: Clay has a deep, established review base, while Cargo is too new to have one. We show Clay's G2 score and deliberately do not put a number on Cargo, because inventing one would mislead. Trial Cargo or speak to current users to judge it fairly, and treat the live links as the source of truth.
Where each one actually wins
Six things separate these tools in practice. Here is the honest call on each.
Data and enrichment depth
Edge: ClayThis is where the workbench wins. Clay cascades each contact through 150+ data providers with waterfall enrichment and runs Claygent to fill the gaps, and that provider depth is the deepest in the category. Cargo also does waterfall enrichment across many providers and is strong at it, but Clay is the reference point for building and enriching a list, with a larger recipe library and a longer track record behind the data layer.
Orchestration and governance
Edge: CargoThis is the factor that most separates them. Cargo is built as a control plane: its Plays are always-on workflows triggered by live signals, with retry policies, run history, versioning and role-based access control. That governance is what lets a team run and audit workflows at scale. Clay can run and integrate workflows, but operationalizing and governing always-on automation is Cargo's core, not a feature on the side.
Code, API and infrastructure
Edge: CargoCargo offers a dual interface: build visually in a no-code UI or programmatically with a TypeScript SDK, CLI, npm package and MCP support, where every agent becomes an API endpoint. For a GTM-engineering team that wants version control and code, that is a real edge. Clay exposes an API and webhooks, but it is grid-first by design, so the deeper code and infrastructure path belongs to Cargo.
Ease of start, community and maturity
Edge: ClayBeing fair means being plain. Clay raised a $100M Series C in August 2025 at a $3.1B valuation, with a January 2026 employee tender reported near $5B, and sits on Clay University, a large agency and expert community, and hundreds of reviews. Cargo is live, a Y Combinator S23 company that raised a $19.4M Series A and is SOC 2 Type II, but its public track record and community are thinner. Both are demanding to learn, so the difference here is maturity and social proof.
Pricing predictability
Edge: splitBoth are credit-based and both can climb. Clay splits Data Credits from Actions and is widely reported to burn fast on multi-step and AI-research work. Cargo runs a single unified credit pool at $0.25 per credit, which is simpler on the surface, but credits are consumed across enrichment, orchestration steps and storage, so spend is hard to forecast. Cargo starts cheaper and even free, then jumps sharply at the team tier. Neither bill is easy to predict up front.
Built-in outreach
Edge: tieNeither sends, so this is a tie by absence. Clay orchestrates data into dedicated senders, and Cargo has no built-in outreach sequencer, so it leans on Apollo, Outreach or Instantly to send. Whichever you pick, plan to pair it with a dedicated sending tool, and do not expect either to own deliverability.
Want orchestration that feeds real pipeline?
Enriched data is step one. We target on real signals and run the outreach around it. Tell us your motion.
What each one costs in 2026
Verified from each official pricing page in June 2026. Both bill by credits, so read the credit model, not just the headline number.
Clay
USD / credits- Free
100 data credits, 500 actions a month$0 - Launch
2,500 data credits, 15,000 actions$185/mo - Growth
6,000 data credits, 40,000 actions$495/mo - Enterprise
Volume credits, custom termsCustom
Verified June 2026. Plans split Data Credits from Actions, charged only on a successful enrichment, with unused data credits rolling over up to about twice the monthly allocation.
Cargo
USD / credits- Free
100 enrichment credits one-time, up to 10,000 steps$0 - Starter
From 1,500 credits, scaling to 2,500$165 to $250/mo - Professional
17,000 credits$1,190/mo - Enterprise
50,000+ credits, SSO, custom$3,000+/mo
Verified June 2026 from the official site. A single unified credit pool at $0.25 per credit, billed monthly or yearly. Credits are consumed across enrichment, orchestration steps and storage.
True cost at scale. Cargo's entry is accessible, with a free tier and a $165 to $250 starter, while Clay's cheapest paid plan is $185. The flip comes at team scale: realistic Cargo usage lands in the $1,190 a month Professional band, and enterprise volume starts at $3,000 a month. Both share the same scaling risk, credit burn that runs ahead of the headline count, and Cargo's three-part credit model spanning enrichment, orchestration and storage makes true spend especially hard to predict. Run a sample through both before you commit.
What neither tool does well
Both are data and orchestration tools, so they share the same blind spots. Worth knowing before you expect either to run a motion end to end.
Neither is a sender or sequencer at volume. Both hand off to a dedicated tool like Apollo, Outreach or Instantly for deliverability.
They enrich data and run workflows, but neither books meetings or replaces the human work of turning replies into pipeline.
Both assume a skilled GTM engineer to get value. Without one to own the setup, neither delivers much on its own.
Want the right accounts found and timed on real signals, then worked into meetings? That is the signal-based outbound we run. Need the sending layer too? See our best cold email tools for 2026.
Our take, after running both
These are different shapes of the same problem, not interchangeable picks. Here is how we'd call it in three situations.
The spreadsheet UI, 150+ providers, Claygent, and a deep community make Clay the proven standard for building and enriching, if you can invest in the learning curve.
If you need always-on Plays, governance, code and API access, and native CRM routing, Cargo fits, as long as you have a RevOps or GTM-engineering function and are fine with a thinner track record.
Build and enrich in Clay, operationalize and govern in Cargo, then send through a dedicated tool. Neither picks the accounts or runs the outreach for you.
Not sure which fits? We run signal-based outbound for early-stage teams and will tell you straight.
Book a Fit Check
Co-founder of Real Good GTM. He has been the first business hire and Chief of Staff across seed and pre-seed B2B startups like Palm.ai and Cef.ai, building sales engines from nothing, with a strategy foundation from AWS and Accenture. This comparison comes from running these tools on live campaigns, not from a spec sheet.
Connect on LinkedInQuestions buyers ask
Is Clay or Cargo better?
What is the difference between Clay and Cargo?
Does either Clay or Cargo send cold emails or run sequences?
Which has the steeper learning curve?
How reliable are the review scores for Clay and Cargo?
Which is more expensive at scale, Clay or Cargo?
Is Cargo a safe bet given how new it is?
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