Fireworks AI vs Blackbox AI vs Groq vs Replicate

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

Your tool
Fireworks AI
vs
Competitor 1
Blackbox AI
Competitor 2
Groq
Competitor 3
Replicate
Compare
4 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
Remove
Competitor Blackbox AI
blackbox.ai
Blackbox AI is an inference platform built around privacy and speed.
Make main Remove
Competitor Groq
groq.com
AI inference at unprecedented speed
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
1.5Mvisits/mo
4.2Mvisits/mo
1Mvisits/mo
MoM change
▼ 21.1%
▼ 7.7%
▼ 12.2%
▼ 3.1%
6-month growth
+62.9%
-73.6%
+19.4%
-30.2%
Global rank web
#55,462
#24,905
#9,344
#39,584
Avg. last 3 months
743.7K
1.8M
4.1M
1.1M
Bounce rate lower is better
43%
41%
32%
35%
Pages / visit
3.6
6.0
6.1
5.6
Visit duration
2m 40s
1m 59s
3m 48s
5m 09s
Traffic sources
● Direct 91% · ● Referral 6%
● Direct 92% · ● Referral 6%
● Direct 78% · ● Referral 20%
● Direct 92% · ● Referral 6%
Fireworks AIBlackbox AIGroqReplicate
02.3M4.7M7M9.3MFireworks 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 · 713.6KBlackbox AI · 9.3MBlackbox AI · 6.9MBlackbox AI · 5.2MBlackbox AI · 5.5MBlackbox AI · 5.6MBlackbox AI · 5.1MBlackbox AI · 3.9MBlackbox AI · 2.4MBlackbox AI · 1.6MBlackbox AI · 1.5MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M100K1M10MFireworks 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 · 713.6KBlackbox AI · 9.3MBlackbox AI · 6.9MBlackbox AI · 5.2MBlackbox AI · 5.5MBlackbox AI · 5.6MBlackbox AI · 5.1MBlackbox AI · 3.9MBlackbox AI · 2.4MBlackbox AI · 1.6MBlackbox AI · 1.5MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Freemium
Starting price
Free tier
Free tier
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Free tier
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Free trial
–
–
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API access
–
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Plans
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
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Public Models Custom/usage-basedPrivate Models Custom/usage-based
Capabilities input → output
Input
TextImagesCode
CodeText
TextAudio
ImagesText
Output
TextCode
CodeText
TextAudio
VideoTextImagesAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Coding Assistant
Development & CodeAI API
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
3
3
9
APIs
Development
Inference
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Developer tools
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Models
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LLM development
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Fine-Tuning
–
–
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API integrations
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Coding
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Large language models
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Image generation
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Video generation
–
–
–
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.