Replicate vs llama.cpp vs Unitlab Annotate vs Modal

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

Your tool
Replicate
vs
Competitor 1
llama.cpp
Competitor 2
Unitlab Annotate
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool Replicate
replicate.com
Run open-source AI without managing servers
Remove
Competitor llama.cpp
github.com
llama.cpp is an open-source inference engine that runs large language models and vision-language models on local hardware or in the cloud with minimal setup.
Make main Remove
Competitor Unitlab Annotate
unitlab.ai
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
7.2Kvisits/mo
972.8Kvisits/mo
MoM change
▼ 3.1%
—
▲ 76.6%
▲ 5.7%
6-month growth
-30.2%
—
+37.1%
+13.6%
Global rank web
#39,584
—
#2,769,635
#43,856
Avg. last 3 months
1.1M
—
5.1K
960K
Bounce rate lower is better
35%
—
62%
37%
Pages / visit
5.6
—
1.1
6.6
Visit duration
5m 09s
—
1m 41s
5m 31s
Traffic sources
● Direct 92% · ● Referral 6%
—
—
● Direct 94% · ● Referral 5%
Replicatellama.cppUnitlab AnnotateModal
0415.2K830.4K1.2M1.7MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K1K10K100K1M10MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
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Free
$89per 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
Public Models Custom/usage-basedPrivate Models Custom/usage-based
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Free FreeActive $99/moPro $195/mo
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
ImagesText
TextImages
AudioVideoTextImagesDocuments
Code
Output
VideoTextImagesAudio
Text
Data
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
7
7
6
Developer tools
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APIs
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Inference
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LLM development
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Development
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Data labeling
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GPU infrastructure
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Image annotation
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Local AI
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API integrations
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Image segmentation
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Large language models
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Models
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Object identification
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Self hosted
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Data quality control
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Image generation
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Llama 3 on mac
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OCR
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Performance optimization
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Video analysis
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Video generation
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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.