Hugging Face vs Replicate vs Defapi vs GPT Proto

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

Your tool
Hugging Face
vs
Competitor 1
Replicate
Competitor 2
DDefapi
Competitor 3
GPT Proto
Compare
4 tools · best value per row highlighted
Your tool Hugging Face
huggingface.co
The GitHub for machine learning
Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
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
Competitor GPT Proto
gptproto.com
Most AI assistants can't connect you to Midjourney, Runway, or Sora
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
31.2Mvisits/mo
1Mvisits/mo
2.4Kvisits/mo
85.3Kvisits/mo
MoM change
▲ 10.7%
▼ 3.1%
▼ 42.6%
▲ 1,074.5%
6-month growth
+18.4%
-30.2%
-86.2%
+588.5%
Global rank web
#1,410
#39,584
#4,650,820
#2,592,791
Avg. last 3 months
28.8M
1.1M
4.8K
32.5K
Bounce rate lower is better
42%
35%
36%
45%
Pages / visit
6.3
5.6
1.4
2.2
Visit duration
5m 01s
5m 09s
7s
18s
Traffic sources
● Direct 81% · ● Referral 18%
● Direct 92% · ● Referral 6%
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● Direct 84% · ● Referral 16%
Hugging FaceReplicateDefapiGPT Proto
07.8M15.6M23.4M31.2MHugging Face · 21.9MHugging Face · 24MHugging Face · 24.9MHugging Face · 23.3MHugging Face · 26.4MHugging Face · 30.3MHugging Face · 27.4MHugging Face · 27.1MHugging Face · 28.2MHugging Face · 31.2MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KGPT Proto · 2.7KGPT Proto · 4.6KGPT Proto · 1.4KGPT Proto · 6.7KGPT Proto · 12.4KGPT Proto · 13.3KGPT Proto · 16.2KGPT Proto · 4.9KGPT Proto · 7.3KGPT Proto · 85.3K1K10K100K1M10M100MHugging Face · 21.9MHugging Face · 24MHugging Face · 24.9MHugging Face · 23.3MHugging Face · 26.4MHugging Face · 30.3MHugging Face · 27.4MHugging Face · 27.1MHugging Face · 28.2MHugging Face · 31.2MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KGPT Proto · 2.7KGPT Proto · 4.6KGPT Proto · 1.4KGPT Proto · 6.7KGPT Proto · 12.4KGPT Proto · 13.3KGPT Proto · 16.2KGPT Proto · 4.9KGPT Proto · 7.3KGPT Proto · 85.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Freemium
Starting price
$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 $9/moTeam $20/moStorage $8/mo+1 more
Public Models Custom/usage-basedPrivate Models Custom/usage-based
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
GPT-6 Sol Custom
Capabilities input → output
Input
VideoTextImagesAudio
ImagesText
TextImagesAudio
TextImages
Output
TextVideoImagesAudio3D
VideoTextImagesAudio
TextImagesAudio
VideoTextImagesAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI API
Development & CodeVideo CreationAI APIAI Video Generator
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
9
4
6
APIs
Development
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API integrations
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Models
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Developer tools
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Video generation
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Image generation
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Large language models
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API management
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Inference
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API security
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Audio generation
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Image to video
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LLM development
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LLM training
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 2
▲ 0
▲ 0
▲ 0
Saves
1
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.