Fireworks AI vs Cohere vs CometAPI

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

Your tool
Fireworks AI
vs
Competitor 1
Cohere
Competitor 2
CometAPI
Competitor 3
Suggested competitors for Fireworks AI: Together AI94% DeepInfra90% Nebius Token Factory88% SiliconFlow86% Baseten86% Groq84% Replicate80% SambaNova Cloud80%
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3 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
Remove
Competitor Cohere
cohere.com
Enterprise AI for business language
Make main Remove
Competitor CometAPI
cometapi.com
CometAPI functions as an aggregation layer that sits between your application and hundreds of AI model providers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
773.1Kvisits/mo
302.3Kvisits/mo
MoM change
▼ 21.1%
▼ 14.2%
▲ 9.9%
6-month growth
+62.9%
+68.3%
-16.5%
Global rank web
#55,462
#72,961
#157,147
Avg. last 3 months
743.7K
758K
295.7K
Bounce rate lower is better
43%
51%
46%
Pages / visit
3.6
2.5
2.9
Visit duration
2m 40s
2m 21s
38s
Traffic sources
● Direct 91% · ● Referral 6%
● Direct 78% · ● Referral 20%
● Direct 69% · ● Referral 30%
Fireworks AICohereCometAPI
0226K452K678K904KFireworks 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 · 713.6KCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1KCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3K100K1MFireworks 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 · 713.6KCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1KCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Starting price
Free tier
Free tier
$4per month · free tier available
Free tier
Free trial
–
API access
–
Plans
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Trial FreeProduction Custom/usage-basedModel Vault Custom/mo
Free Trial FreePay-as-you-go Custom/usage-basedEnterprise Custom/mo
Capabilities input → output
Input
CodeImagesText
AudioDocumentsText
ImagesText
Output
CodeText
DataText
ImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI API
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
9
6
APIs
Developer tools
–
Models
–
LLM development
–
Development
–
Fine-Tuning
–
–
Inference
–
–
LLM gateway
–
–
Large language models
–
–
API integrations
–
–
Agents
–
–
Chatbots
–
–
Customer support chatbot
–
–
Image generation
–
–
Productivity
–
–
Video generation
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
Verified listing
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–
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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.