Fireworks AI vs Cohere vs Together AI

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
Together AI
Competitor 3
Compare
3 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
Competitor Cohere
cohere.com
Enterprise AI for business language
Competitor Together AI
together.ai
Open-source models without infrastructure
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
773.1Kvisits/mo
785.1Kvisits/mo
MoM change
▼ 21.1%
▼ 14.2%
▼ 6.4%
6-month growth
+62.9%
+68.3%
+1.9%
Global rank web
#55,462
#72,961
#60,843
Avg. last 3 months
743.7K
758K
794.7K
Bounce rate lower is better
43%
51%
42%
Pages / visit
3.6
2.5
3.2
Visit duration
2m 40s
2m 21s
1m 57s
Traffic sources
● Direct 91% · ● Referral 6%
● Direct 78% · ● Referral 20%
● Direct 77% · ● Referral 21%
Fireworks AICohereTogether AI
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 · 773.1KTogether 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 · 785.1K100K1MFireworks 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 · 773.1KTogether 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 · 785.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Starting price
Free tier
Free tier
$1.99per month
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
Serverless Inference $0.30/usage-basedDedicated Inference GPU $3.99/usage-basedGPU Clusters $1.99/usage-basedFine-Tuning $0.34/usage-based
Capabilities input → output
Input
TextImagesCode
AudioTextDocuments
TextImagesCodeAudio
Output
TextCode
TextData
AudioVideoTextImagesCode
Skill level
Advanced
Advanced
Advanced
Categories
Tasks what each tool can do · 4 shared · core   partial
Tasks covered
7
9
8
APIs
Models
LLM development
Development
Inference
–
Fine-Tuning
–
Developer tools
–
Large language models
–
–
Agents
–
–
Chatbots
–
–
Customer support chatbot
–
–
GPU infrastructure
–
–
Productivity
–
–
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
–
–
–

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.