HumanLayer VS Coworker AI
Compare HumanLayer VS Coworker AI, what is the difference between HumanLayer and Coworker AI?
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Summarize
HumanLayer summarize
HumanLayer is an API and SDK that enables tool-calling AI Agents to contact humans for help, feedback, and approvals.
HumanLayer Landing Page
Coworker AI summarize
Same AI. 5x the tokens. Coworker provides deep company context and automatically routes to the right model for every task. More chat, cowork and code with the same spend.
Coworker AI Landing Page
Compare Details
HumanLayer details
| Categories | AI Agent, AI API, AI Developer Tools, AI Workflow, Large Language Models (LLMs) |
| HumanLayer Website | https://humanlayer.dev?utm_source=toolify |
| Added Time | December 07 2024 |
| HumanLayer Pricing | -- |
Coworker AI details
| Categories | AI Agent, AI Assistant, AI Code Assistant |
| Coworker AI Website | https://coworker.ai?utm_source=toolify |
| Added Time | June 03 2026 |
| Coworker AI Pricing | -- |
Comparison of usage
How to use HumanLayer?
Integrate the HumanLayer SDK into your AI agent workflow. Use the @hl.require_approval() decorator to block function calls requiring human oversight. Contact humans through various channels and route approvals to specific teams or individuals.
How to use Coworker AI?
To use Coworker AI, connect your existing company tools and apps using their native integrations. You can then use natural language to chat across systems, generate polished business artifacts (like decks, models, and dashboards) in a secure cloud sandbox, write and test code, or deploy autonomous, long-running agents using plain English triggers.
Compare Pros between HumanLayer and Coworker AI
Core features of HumanLayer
- Require Human Approval for Function Calls
- OmniChannel Contact (Slack, Email, Discord)
- Advanced Approval Workflows with Escalations and Timeouts
- Human as Tool (hl.human_as_tool())
- Granular Routing of Approvals
- LLM and Framework Agnostic
Core features of Coworker AI
- Intelligent routing across open and closed frontier AI models
- Portable context layer (OM2 knowledge graph) learning from all data sources
- Build engine for on-demand dashboards, models, decks, and apps
- Cloud Sandbox for repo-aware coding and execution
- Plain-English, no-code automated agent builder with scheduled triggers
- Over 50 read-and-write native tool connectors maintaining existing permissions
- Meeting notetaker with live transcription, summaries, and CRM syncing
Compare Use Cases
Use cases for HumanLayer
- AI agents requiring human approval for critical decisions.
- Workflows needing human feedback to improve agent performance.
- Agentic AI workflows that need human oversight for production-grade reliability.
- Automated lead generation with human feedback on lead quality.
Use cases for Coworker AI
- Automating pipeline hygiene audits by scanning CRM data and flagging stale deals
- Reviewing legal contracts to spot non-standard clauses
- Drafting complex RFPs and sales documentation from historical wins
- Pre-screening and assembling context for technical pull requests
- Monitoring customer account health, onboarding metrics, and early churn signals
Different Plan between HumanLayer and Coworker AI
HumanLayer
$0/month
Free forever for Hackers and Tinkerers. Works with all popular frameworks. 100 operations/month. Pay as you go ($20/200 addt'l). Send to Slack, Email, Discord. Up to 10 active users. Limited Data Retention.
$500/month
Collaborate and scale. Remove HumanLayer Branding (BYO app/keys). Includes 2000 operations/month ($18/200 add'l). Advanced Approval Workflows w/ Escalations and Timeouts. Learning and Auto Approvals. Channels for MSTeams, SMS, RCS. Priority Support. 180-day retention on feedback datasets export.
Custom
Deploy into your Private VPC or on-prem. RBAC and SSO support. Volume discounts. Custom notification channels. Expert Advice on custom-built agents for sales, marketing, hiring, and more.
Coworker AI
$0 for 7 days
500 one-time credits, 5 connectors, unlimited agents, Chat/Build/Sandbox access, meeting notetaker with 7-day retention.
$29.99 /user/mo
Billed annually (saves ~15%). Includes 1,200 credits/mo (up to 7,200 max), 10 connectors, unlimited agents, 12-hour custom polling, Coworker MCP, and 7-day meeting retention. Overage is $0.10/credit up to 1k, then $0.08.
$149.99 /user/mo
Billed annually (saves ~15%). For power users. Includes 7,500 credits/mo, unlimited additional credits, all connectors, unlimited agents, 4-hour custom polling, Coworker MCP, and 30-day meeting retention. Overage matches Pro rates.
Custom
Tailored to your organization. Includes custom credit allocation, custom connectors, 1-hour polling, Customer Intelligence, OM1/OM2 Organizational Memory, 90-day meeting retention, SSO, custom SLAs, and a dedicated CSM.
HumanLayer's traffic
HumanLayer is the one with 119.3K monthly visits and 00:00:34 Avg.visit duration. HumanLayer has a Page per visit of 1.55 and a bounce rate of 43.98%.
Visit Over Time
| Monthly Visits | 119.3K |
| Avg·visit Duration | 00:00:34 |
| Page per Visit | 1.55 |
| Bounce Rate | 43.98% |
Coworker AI's traffic
Coworker AI is the one with 99.3K monthly visits and 00:01:28 Avg.visit duration. Coworker AI has a Page per visit of 5.49 and a bounce rate of 37.36%.
Visit Over Time
| Monthly Visits | 99.3K |
| Avg·visit Duration | 00:01:28 |
| Page per Visit | 5.49 |
| Bounce Rate | 37.36% |
Geography
The top 5 countries/regions for HumanLayer are:United States 24.50%, Vietnam 5.86%, India 4.52%, Spain 3.63%, United Kingdom 3.36%
Top 5 Countries/regions
 | 24.50% |
 | 5.86% |
 | 4.52% |
 | 3.63% |
 | 3.36% |
Geography
The top 5 countries/regions for Coworker AI are:Pakistan 20.68%, United States 19.20%, Poland 7.51%, Vietnam 6.34%, India 5.13%
Top 5 Countries/regions
 | 20.68% |
| 19.20% |
 | 7.51% |
| 6.34% |
| 5.13% |
Traffic Sources
The 6 main sources of traffic to HumanLayer are:vs_sourcesSearchOrganic 36.02%, Direct 33.12%, Referrals 18.36%, vs_sourcesSocialOrganic 9.21%, vs_sourcesGenAi 2.41%, Mail 0.87%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%, vs_sourcesSocialPaid 0.00%
vs_sourcesSearchOrganic | 36.02% |
Direct | 33.12% |
Referrals | 18.36% |
vs_sourcesSocialOrganic | 9.21% |
vs_sourcesGenAi | 2.41% |
Mail | 0.87% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesDisplayAds | 0.00% |
vs_sourcesSearchPaid | 0.00% |
vs_sourcesSocialPaid | 0.00% |
Traffic Sources
The 6 main sources of traffic to Coworker AI are:Direct 41.24%, Referrals 27.92%, vs_sourcesSearchOrganic 13.55%, Mail 6.54%, vs_sourcesSocialOrganic 4.23%, vs_sourcesSocialPaid 2.93%, vs_sourcesGenAi 1.88%, vs_sourcesSearchPaid 1.70%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%
Direct | 41.24% |
Referrals | 27.92% |
vs_sourcesSearchOrganic | 13.55% |
Mail | 6.54% |
vs_sourcesSocialOrganic | 4.23% |
vs_sourcesSocialPaid | 2.93% |
vs_sourcesGenAi | 1.88% |
vs_sourcesSearchPaid | 1.70% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesDisplayAds | 0.00% |
Which is better: HumanLayer or Coworker AI?
HumanLayer might be a bit more popular than Coworker AI.As you can see, HumanLayer has 119.3K monthly visits, while Coworker AI has 99.3K monthly visits. So more people choose HumanLayer. So the odds are that people will recommend HumanLayer more on social platforms.
HumanLayer has an Avg.visit duration of 00:00:34, while Coworker AI has an Avg.visit duration of 00:01:28. Also, HumanLayer has a page per visit of 1.55 and a Bounce Rate of 43.98%. Coworker AI has a page per visit of 5.49 and a Bounce Rate of 37.36%.
The main users of HumanLayer are United States, Vietnam, India, Spain, United Kingdom, with the following distribution: 24.50%, 5.86%, 4.52%, 3.63%, 3.36%.
The main users of Coworker AI are Pakistan, United States, Poland, Vietnam, India, with the following distribution: 20.68%, 19.20%, 7.51%, 6.34%, 5.13%.
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