Cerebrium vs Unsloth AI vs Fireworks AI

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

Your tool
Cerebrium
vs
Competitor 1
Unsloth AI
Competitor 2
Fireworks AI
Competitor 3
Suggested competitors for Cerebrium: Hugging Face Inference Endpoints95% Beam94% Novita AI93% Runware92% fal.ai92% Vast.ai91% Together AI91% SiliconFlow90%
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3 tools · best value per row highlighted
Your tool Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
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Competitor Unsloth AI
unsloth.ai
A machine learning engineer needs to fine-tune Llama 3 on a single NVIDIA T4 GPU but keeps hitting out-of-memory errors
Make main Remove
Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1.5Mvisits/mo
713.6Kvisits/mo
MoM change
—
▲ 47.7%
▼ 21.1%
6-month growth
—
+22.2%
+62.9%
Global rank web
—
#57,929
#55,462
Avg. last 3 months
—
1.3M
743.7K
Bounce rate lower is better
—
48%
43%
Pages / visit
—
2.4
3.6
Visit duration
—
1m 53s
2m 40s
Traffic sources
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● Direct 62% · ● Referral 38%
● Direct 91% · ● Referral 6%
CerebriumUnsloth AIFireworks AI
0392.3K784.5K1.2M1.6MUnsloth AI · 517KUnsloth AI · 574.8KUnsloth AI · 698.3KUnsloth AI · 1.3MUnsloth AI · 1.6MUnsloth AI · 1.1MUnsloth AI · 1.2MUnsloth AI · 1MUnsloth AI · 1.5MFireworks 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 · 713.6K100K1M10MUnsloth AI · 517KUnsloth AI · 574.8KUnsloth AI · 698.3KUnsloth AI · 1.3MUnsloth AI · 1.6MUnsloth AI · 1.1MUnsloth AI · 1.2MUnsloth AI · 1MUnsloth AI · 1.5MFireworks 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 · 713.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Starting price
$100per month · free tier available
Free
Free tier
Free tier
Free trial
–
–
–
API access
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Plans
Hobby FreeStandard $100/moEnterprise Custom
Free FreePro Contact for pricingEnterprise Contact for pricing
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
Code
DataImagesText
CodeImagesText
Output
Apps
ImagesTextVideo
CodeText
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
4
3
7
Developer tools
LLM development
Fine-Tuning
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APIs
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GPU infrastructure
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–
Inference
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–
Models
–
–
Development
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–
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.