HumanLayer VS DreamFort
Compare HumanLayer VS DreamFort, what is the difference between HumanLayer and DreamFort?
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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
DreamFort summarize
DreamFort 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 | -- |
DreamFort details
| Categories | AI Agent, AI Video Generator, AI Image Generator, AI Chatbot, AI Assistant |
| DreamFort Website | https://dreamfort.ai?utm_source=toolify |
| Added Time | September 22 2026 |
| DreamFort 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 DreamFort?
Open DreamFort and start a guest chat without creating an account, or sign up to access chat history and all models. Choose Chat, Video, Image, or Agent, select a model, enter a prompt, and submit it. For the Local Agent, provide a task or upload files such as CSVs, PDFs, or spreadsheets; the code execution and file analysis run in a sandbox on your device. Purchase credits through a monthly plan or one-time top-up when the free messages are used.
Compare Pros between HumanLayer and DreamFort
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 DreamFort
- Private AI chat with ChatGPT, Claude, Gemini, Grok, DeepSeek, and other frontier or open models
- AI image and video generation with models including Seedance, Veo, Kling, Wan, GPT Image, Nano Banana, and Seedream
- Local AI agent that runs code, analyzes files, researches the web, and creates documents or apps in a browser sandbox
- Identity-stripping privacy architecture using local encryption, Oblivious HTTP, and trusted execution environments
- Pay-as-you-go credit system with monthly subscriptions and one-time top-ups
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 DreamFort
- Ask sensitive health, legal, financial, career, or relationship questions privately
- Generate cinematic videos, animated images, social media content, and creative concepts
- Analyze CSV files, clean data, create charts, and save reports locally
- Build small websites, interactive apps, documents, and PDFs with a local AI agent
- Compare multiple AI models on the same prompt without separate subscriptions
- Research public web information while keeping local files and agent code on the user's device
Different Plan between HumanLayer and DreamFort
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.
DreamFort
$14.99/month or $160/year
14,990 credits per month; includes frontier models, new models as added, image generation, and the local on-device agent. Unused credits roll over and do not expire.
$24.99/month or $280/year
27,500 credits per month; includes approximately 10% bonus credits, frontier models, image and video generation, the local agent, and priority support. Unused credits roll over.
$49.99/month or $580/year
60,000 credits per month; includes approximately 20% bonus credits, frontier models, image and video generation, the local agent, and priority support. Unused credits roll over.
$10
10,000 credits with no automatic renewal.
$20
20,000 credits plus 5% bonus credits.
$50
52,500 credits plus 10% bonus credits.
$100
110,000 credits.
HumanLayer's traffic
HumanLayer is the one with 89.3K monthly visits and 00:00:34 Avg.visit duration. HumanLayer has a Page per visit of 1.77 and a bounce rate of 47.10%.
Visit Over Time
| Monthly Visits | 89.3K |
| Avg·visit Duration | 00:00:34 |
| Page per Visit | 1.77 |
| Bounce Rate | 47.10% |
DreamFort's traffic
DreamFort is the one with 0 monthly visits and 00:00:00 Avg.visit duration. DreamFort 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 21.98%, Germany 6.90%, India 4.43%, Indonesia 3.45%, Australia 3.39%
Top 5 Countries/regions
 | 21.98% |
 | 6.90% |
 | 4.43% |
 | 3.45% |
 | 3.39% |
Geography
Sorry, there are no data
Traffic Sources
The 6 main sources of traffic to HumanLayer are:vs_sourcesSearchOrganic 38.85%, Direct 33.71%, Referrals 18.96%, vs_sourcesSocialOrganic 6.75%, vs_sourcesGenAi 1.58%, Mail 0.15%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%, vs_sourcesSocialPaid 0.00%
vs_sourcesSearchOrganic | 38.85% |
Direct | 33.71% |
Referrals | 18.96% |
vs_sourcesSocialOrganic | 6.75% |
vs_sourcesGenAi | 1.58% |
Mail | 0.15% |
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 DreamFort 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 DreamFort?
HumanLayer might be a bit more popular than DreamFort.As you can see, HumanLayer has 89.3K monthly visits, while DreamFort 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 DreamFort has an Avg.visit duration of 00:00:00. Also, HumanLayer has a page per visit of 1.77 and a Bounce Rate of 47.10%. DreamFort has a page per visit of 0.00 and a Bounce Rate of 0.00%.
The main users of HumanLayer are United States, Germany, India, Indonesia, Australia, with the following distribution: 21.98%, 6.90%, 4.43%, 3.45%, 3.39%.
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