Fireworks AI vs CometAPI vs Together AI vs Baseten

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
Together AI
Competitor 3
Baseten
Compare
4 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
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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 Together AI
together.ai
Open-source models without infrastructure
Make main Remove
Competitor Baseten
baseten.co
Models to production fast
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
302.3Kvisits/mo
785.1Kvisits/mo
355.4Kvisits/mo
MoM change
▼ 21.1%
▲ 9.9%
▼ 6.4%
▲ 21.3%
6-month growth
+62.9%
-16.5%
+1.9%
+73.3%
Global rank web
#55,462
#157,147
#60,843
#113,597
Avg. last 3 months
743.7K
295.7K
794.7K
304.6K
Bounce rate lower is better
43%
46%
42%
39%
Pages / visit
3.6
2.9
3.2
4.1
Visit duration
2m 40s
38s
1m 57s
1m 53s
Traffic sources
● Direct 91% · ● Referral 6%
● Direct 69% · ● Referral 30%
● Direct 77% · ● Referral 21%
● Direct 89% · ● Referral 9%
Fireworks AICometAPITogether AIBaseten
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 · 302.3KTogether AI · 566.8KTogether AI · 552.7KTogether AI · 645.8KTogether AI · 637.7KTogether AI · 770.2KTogether AI · 792.8KTogether AI · 756.1KTogether AI · 760.5KTogether AI · 838.4KTogether AI · 785.1KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4K100K1MFireworks 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 · 302.3KTogether AI · 566.8KTogether AI · 552.7KTogether AI · 645.8KTogether AI · 637.7KTogether AI · 770.2KTogether AI · 792.8KTogether AI · 756.1KTogether AI · 760.5KTogether AI · 838.4KTogether AI · 785.1KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Freemium
Starting price
Free tier
$4per month · free tier available
$1.99per month
Free tier
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
Serverless Inference $0.30/usage-basedDedicated Inference GPU $3.99/usage-basedGPU Clusters $1.99/usage-basedFine-Tuning $0.34/usage-based
Basic CustomPro CustomEnterprise Custom
Capabilities input → output
Input
TextImagesCode
TextImages
AudioTextImagesCode
TextAudio
Output
TextCode
VideoTextImages
VideoTextImagesCodeAudio
ImagesTextAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
6
8
6
APIs
Developer tools
Inference
–
Models
–
Development
–
Fine-Tuning
–
–
LLM development
–
–
LLM gateway
–
–
–
API integrations
–
–
–
GPU infrastructure
–
–
–
Web service deployment
–
–
–
Image generation
–
–
–
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.