Hugging Face vs Replicate vs Defapi vs Groq

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
Groq
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 Groq
groq.com
AI inference at unprecedented speed
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
31.2Mvisits/mo
1Mvisits/mo
2.4Kvisits/mo
4.2Mvisits/mo
MoM change
▲ 10.7%
▼ 3.1%
▼ 42.6%
▼ 12.2%
6-month growth
+18.4%
-30.2%
-86.2%
+19.4%
Global rank web
#1,410
#39,584
#4,650,820
#9,344
Avg. last 3 months
28.8M
1.1M
4.8K
4.1M
Bounce rate lower is better
42%
35%
36%
32%
Pages / visit
6.3
5.6
1.4
6.1
Visit duration
5m 01s
5m 09s
7s
3m 48s
Traffic sources
● Direct 81% · ● Referral 18%
● Direct 92% · ● Referral 6%
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● Direct 78% · ● Referral 20%
Hugging FaceReplicateDefapiGroq
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 · 2.4KGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2M1K10K100K1M10M100MHugging 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 · 2.4KGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Paid
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
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Capabilities input → output
Input
VideoTextImagesAudio
ImagesText
TextImagesAudio
TextAudio
Output
ImagesVideoTextAudio3D
VideoTextImagesAudio
TextImagesAudio
TextAudio
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 & CodeAI API
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
9
4
3
APIs
Development
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API integrations
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Large language models
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Models
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Developer tools
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API management
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Inference
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API security
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Image generation
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LLM development
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LLM training
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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
▲ 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.