Hal vs Make vs Lambda vs Modal

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Hal
vs
Competitor 1
Make
Competitor 2
Lambda
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool Hal
hal9.com
Hal9 is a powerful platform for quickly building and deploying fully customizable AI chatbots, powered by your data with complete privacy. In just under 5 minutes, you can create a tailored chatbot t
Competitor Make
make.com
Visual automation for complex workflows
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Competitor Modal
modal.com
Run AI code without infrastructure
Traffic estimated monthly website traffic
Monthly visits
3.4Kvisits/mo
69visits/mo
—
972.8Kvisits/mo
MoM change
▼ 10.9%
▼ 100.0%
—
▲ 5.7%
6-month growth
+60.6%
-100.0%
—
+13.6%
Global rank web
#6,156,551
#7,796
—
#43,856
Avg. last 3 months
3.9K
3.7M
—
960K
Bounce rate lower is better
39%
30%
—
37%
Pages / visit
1.1
8.4
—
6.6
Visit duration
—
7m 47s
—
5m 31s
Traffic sources
—
● Direct 91% · ● Referral 6%
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● Direct 94% · ● Referral 5%
HalMakeLambdaModal
01.7M3.3M5M6.7MHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Modal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K101001K10K100K1M10MHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Modal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Freemium
Starting price
$2,000per month
$6per month · free tier available
—
$250per month · free tier available
Free tier
–
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Free trial
–
–
–
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API access
–
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Plans
Startups $2,000/mo
—
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeText
DataText
CodeData
Code
Output
Apps
Apps
Apps
Apps
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
9
3
6
GPU infrastructure
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APIs
–
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Developer tools
–
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Chatbot building
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Chatbots
–
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No-code
–
–
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Process automation
–
–
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Workflows
–
–
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API integrations
–
–
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Agent creation
–
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Agents
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Document chat
–
–
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Inference
–
–
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Agent management
–
–
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Development
–
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Marketing automation
–
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Model training
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Performance optimization
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Zapier assistance
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.