Fireworks AI vs CometAPI vs Defapi

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

Your tool
Fireworks AI
vs
Competitor 1
CometAPI
Competitor 2
DDefapi
Competitor 3
Suggested competitors for Fireworks AI: Together AI94% DeepInfra90% Nebius Token Factory88% SiliconFlow86% Baseten86% Groq84% Replicate80% SambaNova Cloud80%
Compare
3 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
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
Competitor DDefapi
defapi.org
You know how managing multiple AI provider integrations usually means maintaining separate codebases for each vendor
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
302.3Kvisits/mo
2.4Kvisits/mo
MoM change
▼ 21.1%
▲ 9.9%
▼ 42.6%
6-month growth
+62.9%
-16.5%
-86.2%
Global rank web
#55,462
#157,147
#4,650,820
Avg. last 3 months
743.7K
295.7K
4.8K
Bounce rate lower is better
43%
46%
36%
Pages / visit
3.6
2.9
1.4
Visit duration
2m 40s
38s
7s
Traffic sources
● Direct 91% · ● Referral 6%
● Direct 69% · ● Referral 30%
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Fireworks AICometAPIDefapi
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 · 713.6KCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4K1K10K100K1MFireworks 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 · 713.6KCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Starting price
Free tier
$4per month · free tier available
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Free tier
–
Free trial
–
–
API access
Plans
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Free Trial FreePay-as-you-go Custom/usage-basedEnterprise Custom/mo
Gemini 3.1 Pro Preview $1/$6/per requestClaude Sonnet 4.6 $1.5/$7.5/per requestClaude Opus 4.6 $2.5/$12.5/per requestSora 2 Stable $0.175+/per request+2 more
Capabilities input → output
Input
CodeImagesText
ImagesText
AudioImagesText
Output
CodeText
ImagesTextVideo
AudioImagesText
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Development & CodeAI API
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
6
4
APIs
API integrations
–
Developer tools
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Fine-Tuning
–
–
Inference
–
–
LLM gateway
–
–
API management
–
–
Models
–
–
API security
–
–
Development
–
–
Image generation
–
–
LLM development
–
–
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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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.