Modal vs Encord vs Unitlab Annotate vs Together AI

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

Your tool
Modal
vs
Competitor 1
Encord
Competitor 2
Unitlab Annotate
Competitor 3
Together AI
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
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Competitor Encord
encord.com
Model evaluation meets active learning in Encord, a system built to guide AI applications from initial data work through production deployment
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Competitor Unitlab Annotate
unitlab.ai
Make main Remove
Competitor Together AI
together.ai
Open-source models without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
251.9Kvisits/mo
7.2Kvisits/mo
785.1Kvisits/mo
MoM change
▲ 5.7%
—
▲ 76.6%
▼ 6.4%
6-month growth
+13.6%
—
+37.1%
+1.9%
Global rank web
#43,856
—
#2,769,635
#60,843
Avg. last 3 months
960K
251.9K
5.1K
794.7K
Bounce rate lower is better
37%
—
62%
42%
Pages / visit
6.6
—
1.1
3.2
Visit duration
5m 31s
—
1m 41s
1m 57s
Traffic sources
● Direct 94% · ● Referral 5%
—
—
● Direct 77% · ● Referral 21%
ModalEncordUnitlab AnnotateTogether AI
0291.9K583.7K875.6K1.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KEncord · 251.9KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KTogether AI · 566.8KTogether AI · 552.7KTogether AI · 645.8KTogether AI · 637.7KTogether AI · 770.2KTogether AI · 792.8KTogether AI · 756.1KTogether AI · 760.5KTogether AI · 838.4KTogether AI · 785.1K1K10K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KEncord · 251.9KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KTogether AI · 566.8KTogether AI · 552.7KTogether AI · 645.8KTogether AI · 637.7KTogether AI · 770.2KTogether AI · 792.8KTogether AI · 756.1KTogether AI · 760.5KTogether AI · 838.4KTogether AI · 785.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Paid
Starting price
$250per month · free tier available
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$89per month · free tier available
$1.99per month
Free tier
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Free trial
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API access
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Plans
Starter FreeTeam $250/moEnterprise Custom
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Free FreeActive $99/moPro $195/mo
Serverless Inference $0.30/usage-basedDedicated Inference GPU $3.99/usage-basedGPU Clusters $1.99/usage-basedFine-Tuning $0.34/usage-based
Capabilities input → output
Input
Code
VideoImagesData
AudioDocumentsImagesTextVideo
AudioTextImagesCode
Output
Apps
Data
Data
VideoTextImagesCodeAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
5
1
8
Developer tools
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GPU infrastructure
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Inference
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APIs
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Development
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Data labeling
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Fine-Tuning
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Image annotation
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Models
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Data management
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LLM development
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OCR
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Performance optimization
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Testing
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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.