HumanLayer VS CoreBase
Compare HumanLayer VS CoreBase, what is the difference between HumanLayer and CoreBase?
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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
CoreBase summarize
The governed infrastructure to build and ship AI agents your customers can trust — connectors, permissions, audit, and cost controls built in. Query your databases, REST/GraphQL APIs, and 50+ apps with an OpenAI-compatible API, or embed the chat widget. Reach on-prem and legacy systems when you need to.
CoreBase 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 | -- |
CoreBase details
| Categories | AI Agent, AI API, AI Developer Tools, AI Chatbot, SQL Query Builder |
| CoreBase Website | https://corebasehq.com?utm_source=toolify |
| Added Time | August 06 2026 |
| CoreBase 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 CoreBase?
Create a CoreBase project, connect a database, API, SaaS application, or on-premise system, and configure the sources and actions an agent may access. Sign scoped tokens for users, then embed the governed chat widget or call the Developer API and OpenAI-compatible API. Define agent rails, approval requirements, read and write permissions, usage limits, and automations. Use CoreMCP inside private or air-gapped networks when agents need access to on-premise or legacy systems.
Compare Pros between HumanLayer and CoreBase
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 CoreBase
- Governed AI agents with enforced conversation rails, approval gates, source scoping, and write controls
- 50+ integrations for databases, REST and GraphQL APIs, SaaS applications, and on-premise systems
- Embeddable chat widget, streaming Developer API, SDK, and OpenAI-compatible API
- Outbound-only CoreMCP connectivity for on-premise, legacy, and air-gapped environments
- Read-only defaults, RBAC, per-tenant database isolation, and full audit logging
- Query Memory and Unified Context for improved natural-language database queries
- Prompt-injection, jailbreak, and abuse screening
- Scheduled and event-driven agent automations
- Usage and cost controls with included AI credits and BYOK support
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 CoreBase
- Build a customer support assistant that answers questions using each customer's own connected data
- Create internal data assistants for querying databases, CRM systems, inboxes, and business applications
- Connect AI agents to on-premise ERP, POS, SQL Server, Firebird, Proxmox, or VMware systems
- Create natural-language-to-SQL assistants for legacy and modern databases
- Build agents that execute refunds, updates, or other actions only after human approval
- Run scheduled reports and event-driven workflows across connected business systems
Different Plan between HumanLayer and CoreBase
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.
CoreBase
$0
Free forever; 1 data source, 1 project, $1 one-time model credit, Query Memory and Unified Context, Developer API, embeddable widget, read-only defaults, and community support.
$79/month
5 data sources, 3 projects, $5/month included AI usage, cloud database and REST/GraphQL/SaaS connectors, CoreMCP on-premise access, agent flows, scheduled and event-driven automations, and email support.
$249/month
Unlimited data sources and projects, $15/month included AI usage, per-tenant database isolation, RBAC, full audit logs, usage and cost analytics, and priority support.
Custom
Dedicated infrastructure, air-gapped or on-premise container deployment, SSO/SAML, BYOK with dedicated deployment, SLA, and dedicated support.
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% |
CoreBase's traffic
CoreBase is the one with 0 monthly visits and 00:00:00 Avg.visit duration. CoreBase has a Page per visit of 0.00 and a bounce rate of 0.00%.
Visit Over Time
| Monthly Visits | 0 |
| Avg·visit Duration | 00:00:00 |
| Page per Visit | 0.00 |
| Bounce Rate | 0.00% |
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
Sorry, there are no data
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 CoreBase are:Mail 0, vs_sourcesGenAi 0, Direct 0, vs_sourcesAffiliate 0, Referrals 0, vs_sourcesDisplayAds 0, vs_sourcesSearchPaid 0, vs_sourcesSocialPaid 0, vs_sourcesSearchOrganic 0, vs_sourcesSocialOrganic 0
Mail | 0 |
vs_sourcesGenAi | 0 |
Direct | 0 |
vs_sourcesAffiliate | 0 |
Referrals | 0 |
vs_sourcesDisplayAds | 0 |
vs_sourcesSearchPaid | 0 |
vs_sourcesSocialPaid | 0 |
vs_sourcesSearchOrganic | 0 |
vs_sourcesSocialOrganic | 0 |
Which is better: HumanLayer or CoreBase?
HumanLayer might be a bit more popular than CoreBase.As you can see, HumanLayer has 119.3K monthly visits, while CoreBase has 0 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 CoreBase has an Avg.visit duration of 00:00:00. Also, HumanLayer has a page per visit of 1.55 and a Bounce Rate of 43.98%. CoreBase has a page per visit of 0.00 and a Bounce Rate of 0.00%.
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%.
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