Fireworks AI vs Anthropic Claude API vs Replicate vs Groq

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

Your tool
Fireworks AI
vs
Competitor 1
Anthropic Claude API
Competitor 2
Replicate
Competitor 3
Groq
Compare
4 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
Remove
Competitor Anthropic Claude API
anthropic.com
Build on Claude's capabilities
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Competitor Groq
groq.com
AI inference at unprecedented speed
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
13.8Mvisits/mo
1Mvisits/mo
4.2Mvisits/mo
MoM change
▼ 21.1%
▼ 39.4%
▼ 3.1%
▼ 12.2%
6-month growth
+62.9%
-43.4%
-30.2%
+19.4%
Global rank web
#55,462
#3,345
#39,584
#9,344
Avg. last 3 months
743.7K
25.7M
1.1M
4.1M
Bounce rate lower is better
43%
67%
35%
32%
Pages / visit
3.6
1.8
5.6
6.1
Visit duration
2m 40s
1m 35s
5m 09s
3m 48s
Traffic sources
● Direct 91% · ● Referral 6%
● Direct 81% · ● Referral 16%
● Direct 92% · ● Referral 6%
● Direct 78% · ● Referral 20%
Fireworks AIAnthropic Claude APIReplicateGroq
010.1M20.2M30.4M40.5MFireworks 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 · 713.6KAnthropic Claude API · 9.9MAnthropic Claude API · 9.4MAnthropic Claude API · 9.5MAnthropic Claude API · 16.1MAnthropic Claude API · 24.4MAnthropic Claude API · 25.9MAnthropic Claude API · 22.4MAnthropic Claude API · 40.5MAnthropic Claude API · 22.8MAnthropic Claude API · 13.8MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2M100K1M10M100MFireworks 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 · 713.6KAnthropic Claude API · 9.9MAnthropic Claude API · 9.4MAnthropic Claude API · 9.5MAnthropic Claude API · 16.1MAnthropic Claude API · 24.4MAnthropic Claude API · 25.9MAnthropic Claude API · 22.4MAnthropic Claude API · 40.5MAnthropic Claude API · 22.8MAnthropic Claude API · 13.8MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MGroq · 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
Freemium
Paid
Starting price
Free tier
$17per 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
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Plan $17.0 $17/moPlan $20.0 $20/moPlan $25.0 $25/moPlan $100.0 $100/mo+2 more
Public Models Custom/usage-basedPrivate Models Custom/usage-based
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Capabilities input → output
Input
TextImagesCode
TextImagesDocumentsCode
ImagesText
TextAudio
Output
TextCode
CodeText
VideoTextImagesAudio
TextAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APILarge Language Models (LLMs)
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI API
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
4
9
3
APIs
Development
Inference
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Large language models
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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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–
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API integrations
–
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Coding
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–
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Image generation
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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
▲ 0
▲ 3
▲ 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.