Replicate vs Groq vs ModelScope vs Fireworks AI

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

Your tool
Replicate
vs
Competitor 1
Groq
Competitor 2
ModelScope
Competitor 3
Fireworks AI
Compare
4 tools · best value per row highlighted
Your tool Replicate
replicate.com
Run open-source AI without managing servers
Remove
Competitor Groq
groq.com
AI inference at unprecedented speed
Make main Remove
Competitor ModelScope
modelscope.cn
ModelScope is an open-source model community and hosting hub founded in June 2022 by the Institute for Intelligent Computing together with the CCF Open Source Development Committee.
Make main Remove
Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
4.2Mvisits/mo
—
713.6Kvisits/mo
MoM change
▼ 3.1%
▼ 12.2%
—
▼ 21.1%
6-month growth
-30.2%
+19.4%
—
+62.9%
Global rank web
#39,584
#9,344
—
#55,462
Avg. last 3 months
1.1M
4.1M
—
743.7K
Bounce rate lower is better
35%
32%
—
43%
Pages / visit
5.6
6.1
—
3.6
Visit duration
5m 09s
3m 48s
—
2m 40s
Traffic sources
● Direct 92% · ● Referral 6%
● Direct 78% · ● Referral 20%
—
● Direct 91% · ● Referral 6%
ReplicateGroqModelScopeFireworks AI
01.2M2.4M3.6M4.8MReplicate · 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 · 4.2MFireworks 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 · 713.6K100K1M10MReplicate · 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 · 4.2MFireworks 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
Starting price
—
—
—
Free tier
Free tier
–
–
–
Free trial
–
–
–
API access
–
–
–
Plans
Public Models Custom/usage-basedPrivate Models Custom/usage-based
—
—
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
ImagesText
TextAudio
VideoTextImagesAudio
ImagesTextCode
Output
VideoTextImagesAudio
TextAudio
VideoTextImagesAudio
TextCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI API
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
3
6
7
APIs
–
Models
–
Developer tools
–
Development
–
LLM development
–
Inference
–
–
Large language models
–
–
Fine-Tuning
–
–
–
API integrations
–
–
–
Image generation
–
–
–
LLM training
–
–
–
Models management
–
–
–
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
–
–
–
–

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.