Hugging Face vs Defapi vs Replicate vs Fireworks AI

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

Your tool
Hugging Face
vs
Competitor 1
DDefapi
Competitor 2
Replicate
Competitor 3
Fireworks AI
Compare
4 tools · best value per row highlighted
Your tool Hugging Face
huggingface.co
The GitHub for machine learning
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 Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
31.2Mvisits/mo
2.4Kvisits/mo
1Mvisits/mo
713.6Kvisits/mo
MoM change
▲ 10.7%
▼ 42.6%
▼ 3.1%
▼ 21.1%
6-month growth
+18.4%
-86.2%
-30.2%
+62.9%
Global rank web
#1,410
#4,650,820
#39,584
#55,462
Avg. last 3 months
28.8M
4.8K
1.1M
743.7K
Bounce rate lower is better
42%
36%
35%
43%
Pages / visit
6.3
1.4
5.6
3.6
Visit duration
5m 01s
7s
5m 09s
2m 40s
Traffic sources
● Direct 81% · ● Referral 18%
—
● Direct 92% · ● Referral 6%
● Direct 91% · ● Referral 6%
Hugging FaceDefapiReplicateFireworks AI
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 · 31.2MDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6K1K10K100K1M10M100MHugging 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 · 31.2MDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$9per month · free tier available
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Free tier
Free tier
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Free trial
–
–
–
–
API access
–
–
Plans
Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
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
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
VideoTextImagesAudio
TextImagesAudio
ImagesText
TextImagesCode
Output
TextVideoImagesAudio3D
TextImagesAudio
VideoTextImagesAudio
TextCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeAI API
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
4
9
7
APIs
Models
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Developer tools
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Development
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API integrations
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Inference
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–
LLM development
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Fine-Tuning
–
–
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Large language models
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–
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API management
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–
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API security
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–
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Image generation
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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.