120.dev vs Lambda vs HaloMate vs Atomic Chat

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

Your tool
120.dev
vs
Competitor 1
Lambda
Competitor 2
HaloMate
Competitor 3
Atomic Chat
Compare
4 tools · best value per row highlighted
Your tool 120.dev
120.dev
A researcher needs to compare how four different language models interpret the same dataset
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Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor HaloMate
halomate.ai
Multi-model AI platforms usually force you to pick one provider and stick with it
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Competitor Atomic Chat
atomic.chat
No rate limits. No subscription. No cloud.
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Traffic estimated monthly website traffic
Monthly visits
6.7Kvisits/mo
—
32.4Kvisits/mo
49.6Kvisits/mo
MoM change
—
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▼ 8.7%
▲ 4,135.2%
6-month growth
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+129.9%
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Global rank web
#3,901,894
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#502,697
#697,143
Avg. last 3 months
2.2K
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28.5K
16.9K
Bounce rate lower is better
100%
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23%
53%
Pages / visit
1.0
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12.1
1.8
Visit duration
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15m 10s
25s
Traffic sources
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● Direct 66% · ● Referral 33%
● Direct 41% · ● Search 28%
120.devLambdaHaloMateAtomic Chat
015.1K30.2K45.3K60.4K120.dev · 6.7KHaloMate · 8.5KHaloMate · 30.1KHaloMate · 14.1KHaloMate · 54.2KHaloMate · 60.4KHaloMate · 17.6KHaloMate · 35.5KHaloMate · 32.4KAtomic Chat · 1.2KAtomic Chat · 49.6K1K10K100K120.dev · 6.7KHaloMate · 8.5KHaloMate · 30.1KHaloMate · 14.1KHaloMate · 54.2KHaloMate · 60.4KHaloMate · 17.6KHaloMate · 35.5KHaloMate · 32.4KAtomic Chat · 1.2KAtomic Chat · 49.6KJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
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Starting price
$78per month · free tier available
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$9.9per month · free tier available
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Free tier
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Free trial
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API access
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Plans
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 FreePlus $9.9/moPro $19.9/moPro+ $39.9/mo+1 more
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Capabilities input → output
Input
Text
DataCode
TextImagesDocumentsCode
TextDocumentsCode
Output
Text
Apps
SlidesTextImagesDocumentsCode
TextCode
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Chatbots & CompanionsAI Chatbot
Development & CodeAI Developer Tools
Chatbots & CompanionsResearch & AnalyticsAI ChatbotAI Research Tool
Chatbots & CompanionsDevelopment & CodeAI ChatbotOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
3
5
8
Chatbots
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Chatting
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Model comparison
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LLM comparison
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GPU infrastructure
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Local AI
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Large language models
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Research
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APIs
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Agents
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Chatbot building
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Developer tools
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Llama 3 on mac
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Model training
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
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0
Prompts
0
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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.