Modal vs Replicate vs Muapi vs Defapi

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

Your tool
Modal
vs
Competitor 1
Replicate
Competitor 2
Muapi
Competitor 3
DDefapi
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main 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 DDefapi
defapi.org
You know how managing multiple AI provider integrations usually means maintaining separate codebases for each vendor
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
1Mvisits/mo
318.3Kvisits/mo
2.4Kvisits/mo
MoM change
▲ 5.7%
▼ 3.1%
—
▼ 42.6%
6-month growth
+13.6%
-30.2%
—
-86.2%
Global rank web
#43,856
#39,584
—
#4,650,820
Avg. last 3 months
960K
1.1M
318.3K
4.8K
Bounce rate lower is better
37%
35%
—
36%
Pages / visit
6.6
5.6
—
1.4
Visit duration
5m 31s
5m 09s
—
7s
Traffic sources
● Direct 94% · ● Referral 5%
● Direct 92% · ● Referral 6%
—
—
ModalReplicateMuapiDefapi
0415.2K830.4K1.2M1.7MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MMuapi · 318.3KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4K1K10K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MMuapi · 318.3KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Paid
Starting price
$250per month · free tier available
—
$10per month
—
Free tier
–
–
–
Free trial
–
–
–
–
API access
–
Plans
Starter FreeTeam $250/moEnterprise Custom
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Gemini 3.1 Pro Preview $1/$6/per requestClaude Sonnet 4.6 $1.5/$7.5/per requestClaude Opus 4.6 $2.5/$12.5/per requestSora 2 Stable $0.175+/per request+2 more
Capabilities input → output
Input
Code
ImagesText
TextImages
ImagesTextAudio
Output
Apps
VideoTextImagesAudio
VideoImagesAudio
TextImagesAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI API
Development & CodeAI API
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
9
6
1
APIs
Developer tools
–
Inference
–
–
Image generation
–
–
Video generation
–
–
Development
–
–
GPU infrastructure
–
–
–
API integrations
–
–
–
Models
–
–
–
3D models
–
–
–
LLM development
–
–
–
Music creation
–
–
–
Performance optimization
–
–
–
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
–
–
–
–

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.