HaloMate vs 120.dev vs Lambda vs HotBot

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

Your tool
HaloMate
vs
Competitor 1
120.dev
Competitor 2
Lambda
Competitor 3
HotBot
Compare
4 tools · best value per row highlighted
Your tool HaloMate
halomate.ai
Multi-model AI platforms usually force you to pick one provider and stick with it
Remove
Competitor 120.dev
120.dev
A researcher needs to compare how four different language models interpret the same dataset
Make main Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor HotBot
hotbot.com
Most of HotBot works without signing up
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
32.4Kvisits/mo
6.7Kvisits/mo
—
320Kvisits/mo
MoM change
▼ 8.7%
—
—
▲ 3.7%
6-month growth
+129.9%
—
—
-34.3%
Global rank web
#502,697
#3,901,894
—
#151,652
Avg. last 3 months
28.5K
2.2K
—
328.6K
Bounce rate lower is better
23%
100%
—
40%
Pages / visit
12.1
1.0
—
2.6
Visit duration
15m 10s
—
—
1m 13s
Traffic sources
● Direct 66% · ● Referral 33%
—
—
● Direct 85% · ● Referral 13%
HaloMate120.devLambdaHotBot
0171.8K343.7K515.5K687.4KHaloMate · 8.5KHaloMate · 30.1KHaloMate · 14.1KHaloMate · 54.2KHaloMate · 60.4KHaloMate · 17.6KHaloMate · 35.5KHaloMate · 32.4K120.dev · 6.7KHotBot · 533.9KHotBot · 573KHotBot · 687.4KHotBot · 576.1KHotBot · 486.9KHotBot · 466.6KHotBot · 491.5KHotBot · 357KHotBot · 308.6KHotBot · 320K1K10K100K1MHaloMate · 8.5KHaloMate · 30.1KHaloMate · 14.1KHaloMate · 54.2KHaloMate · 60.4KHaloMate · 17.6KHaloMate · 35.5KHaloMate · 32.4K120.dev · 6.7KHotBot · 533.9KHotBot · 573KHotBot · 687.4KHotBot · 576.1KHotBot · 486.9KHotBot · 466.6KHotBot · 491.5KHotBot · 357KHotBot · 308.6KHotBot · 320KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Freemium
Starting price
$9.9per month · free tier available
$78per month · free tier available
—
$7.95per month · free tier available
Free tier
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Free trial
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API access
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Plans
Free FreePlus $9.9/moPro $19.9/moPro+ $39.9/mo+1 more
Free FreePro (120 AI Chat) $78/one-time
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Free FreeWeekly $7.95/otherQuarterly $39.95/other
Capabilities input → output
Input
CodeDocumentsImagesText
Text
DataCode
CodeTextImagesDocumentsAudio
Output
CodeDocumentsImagesSlidesText
Text
Apps
TextImagesCode
Skill level
Intermediate
Intermediate
Advanced
Beginner-friendly
Categories
Chatbots & CompanionsResearch & AnalyticsAI ChatbotAI Research Tool
Chatbots & CompanionsAI Chatbot
Development & CodeAI Developer Tools
Chatbots & CompanionsAI Chatbot
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
4
3
6
Chatbots
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Chatting
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Model comparison
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LLM comparison
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Research
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GPU infrastructure
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Coding
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Developer tools
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Model training
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Voice chatting
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Writing
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
▲ 2
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.