Modal vs Muapi vs Replicate 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
Muapi
Competitor 2
Replicate
Competitor 3
Together AI
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Remove
Competitor Muapi
muapi.ai
MuAPI consolidates access to over 500 AI models for image, video, and audio generation through a single API endpoint, eliminating the need to manage separate integrations with dozens of providers
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
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
318.3Kvisits/mo
1Mvisits/mo
785.1Kvisits/mo
MoM change
▲ 5.7%
—
▼ 3.1%
▼ 6.4%
6-month growth
+13.6%
—
-30.2%
+1.9%
Global rank web
#43,856
—
#39,584
#60,843
Avg. last 3 months
960K
318.3K
1.1M
794.7K
Bounce rate lower is better
37%
—
35%
42%
Pages / visit
6.6
—
5.6
3.2
Visit duration
5m 31s
—
5m 09s
1m 57s
Traffic sources
● Direct 94% · ● Referral 5%
—
● Direct 92% · ● Referral 6%
● Direct 77% · ● Referral 21%
ModalMuapiReplicateTogether AI
0415.2K830.4K1.2M1.7MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KMuapi · 318.3KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MTogether 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 · 785.1K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KMuapi · 318.3KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MTogether 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
Paid
Freemium
Paid
Starting price
$250per month · free tier available
$10per month
—
$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
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Public Models Custom/usage-basedPrivate Models Custom/usage-based
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
TextImages
ImagesText
TextImagesCodeAudio
Output
Apps
VideoImagesAudio
VideoTextImagesAudio
CodeVideoTextImagesAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
6
6
9
8
APIs
Developer tools
Inference
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Development
–
GPU infrastructure
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–
Models
–
–
Image generation
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Video generation
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LLM development
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API integrations
–
–
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Fine-Tuning
–
–
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3D models
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Music creation
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Performance optimization
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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.