Fireworks AI vs OpenAI Codex vs Groq vs SambaNova Cloud

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

Your tool
Fireworks AI
vs
Competitor 1
OpenAI Codex
Competitor 2
Groq
Competitor 3
SambaNova Cloud
Compare
4 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
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Competitor OpenAI Codex
openai.com
A dedicated coding agent that writes and runs code for you
Make main Remove
Competitor Groq
groq.com
AI inference at unprecedented speed
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Competitor SambaNova Cloud
cloud.sambanova.ai
SambaNova Cloud is an inference service where developers call open-source models through an API that follows the OpenAI chat completions format.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
204.3Mvisits/mo
4.2Mvisits/mo
—
MoM change
▼ 21.1%
▲ 3.6%
▼ 12.2%
—
6-month growth
+62.9%
+0.3%
+19.4%
—
Global rank web
#55,462
#212
#9,344
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Avg. last 3 months
743.7K
197.3M
4.1M
—
Bounce rate lower is better
43%
58%
32%
—
Pages / visit
3.6
3.0
6.1
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Visit duration
2m 40s
2m 31s
3m 48s
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Traffic sources
● Direct 91% · ● Referral 6%
● Direct 81% · ● Referral 17%
● Direct 78% · ● Referral 20%
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Fireworks AIOpenAI CodexGroqSambaNova Cloud
066.6M133.2M199.7M266.3MFireworks 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 · 713.6KOpenAI Codex · 266.3MOpenAI Codex · 225MOpenAI Codex · 210.1MOpenAI Codex · 191.2MOpenAI Codex · 203.7MOpenAI Codex · 195.7MOpenAI Codex · 203.1MOpenAI Codex · 190.4MOpenAI Codex · 197.2MOpenAI Codex · 204.3MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2M100K1M10M100M1BFireworks 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 · 713.6KOpenAI Codex · 266.3MOpenAI Codex · 225MOpenAI Codex · 210.1MOpenAI Codex · 191.2MOpenAI Codex · 203.7MOpenAI Codex · 195.7MOpenAI Codex · 203.1MOpenAI Codex · 190.4MOpenAI Codex · 197.2MOpenAI Codex · 204.3MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
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Starting price
Free tier
$20per month · free tier available
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Free tier
Free tier
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Free trial
–
–
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API access
–
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Plans
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
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Free Custom/moDeveloper Custom/moEnterprise Custom
Capabilities input → output
Input
CodeImagesText
CodeText
AudioText
ImagesText
Output
CodeText
Code
AudioText
Text
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI API
Development & CodeAI API
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
9
3
4
APIs
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Development
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Large language models
–
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Developer tools
–
–
LLM development
–
–
Agents
–
–
–
Coding
–
–
–
Fine-Tuning
–
–
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Inference
–
–
–
GitHub automation
–
–
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GitHub pull requests
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–
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Models
–
–
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Code documentation
–
–
–
Code reviews
–
–
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Debugging
–
–
–
Terminal
–
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 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.