CometAPI vs Anthropic Claude API vs Fireworks AI vs Cohere

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

Your tool
CometAPI
vs
Competitor 1
Anthropic Claude API
Competitor 2
Fireworks AI
Competitor 3
Cohere
Compare
4 tools · best value per row highlighted
Your tool CometAPI
cometapi.com
CometAPI functions as an aggregation layer that sits between your application and hundreds of AI model providers
Remove
Competitor Anthropic Claude API
anthropic.com
Build on Claude's capabilities
Make main Remove
Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Competitor Cohere
cohere.com
Enterprise AI for business language
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
302.3Kvisits/mo
13.8Mvisits/mo
713.6Kvisits/mo
773.1Kvisits/mo
MoM change
▲ 9.9%
▼ 39.4%
▼ 21.1%
▼ 14.2%
6-month growth
-16.5%
-43.4%
+62.9%
+68.3%
Global rank web
#157,147
#3,345
#55,462
#72,961
Avg. last 3 months
295.7K
25.7M
743.7K
758K
Bounce rate lower is better
46%
67%
43%
51%
Pages / visit
2.9
1.8
3.6
2.5
Visit duration
38s
1m 35s
2m 40s
2m 21s
Traffic sources
● Direct 69% · ● Referral 30%
● Direct 81% · ● Referral 16%
● Direct 91% · ● Referral 6%
● Direct 78% · ● Referral 20%
CometAPIAnthropic Claude APIFireworks AICohere
010.1M20.2M30.4M40.5MCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KAnthropic 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 · 13.8MFireworks 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 · 773.1K100K1M10M100MCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KAnthropic 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 · 13.8MFireworks 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 · 773.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$4per month · free tier available
$17per month · free tier available
Free tier
Free tier
Free tier
Free trial
–
API access
–
–
Plans
Free Trial FreePay-as-you-go Custom/usage-basedEnterprise Custom/mo
Plan $17.0 $17/moPlan $20.0 $20/moPlan $25.0 $25/moPlan $100.0 $100/mo+2 more
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Trial FreeProduction Custom/usage-basedModel Vault Custom/mo
Capabilities input → output
Input
TextImages
CodeTextImagesDocuments
TextImagesCode
TextDocumentsAudio
Output
VideoTextImages
TextCode
TextCode
TextData
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI API
Development & CodeAI APILarge Language Models (LLMs)
Development & CodeAI APIAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
4
7
9
APIs
Development
–
Large language models
–
–
Developer tools
–
–
Models
–
–
LLM development
–
–
Fine-Tuning
–
–
–
Inference
–
–
–
LLM gateway
–
–
–
API integrations
–
–
–
Agents
–
–
–
Chatbots
–
–
–
Coding
–
–
–
Customer support chatbot
–
–
–
Image generation
–
–
–
Productivity
–
–
–
Video generation
–
–
–
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.