Cerebrium vs Thinking Machines Tinker vs Unsloth AI

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

Your tool
Cerebrium
vs
Competitor 1
Thinking Machines Tinker
Competitor 2
Unsloth AI
Competitor 3
Suggested competitors for Cerebrium: Hugging Face Inference Endpoints95% Beam94% Novita AI93% Runware92% fal.ai92% Together AI91% Vast.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 Thinking Machines Tinker
thinkingmachines.ai
A training API that hands control of model fine-tuning to researchers while someone else deals with the servers and scaling headaches
Make main Remove
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
Traffic estimated monthly website traffic
Monthly visits
—
1.1Mvisits/mo
1.5Mvisits/mo
MoM change
—
▲ 181.3%
▲ 47.7%
6-month growth
—
+372.8%
+22.2%
Global rank web
—
#55,584
#57,929
Avg. last 3 months
—
672K
1.3M
Bounce rate lower is better
—
51%
48%
Pages / visit
—
2.6
2.4
Visit duration
—
1m 57s
1m 53s
Traffic sources
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● Direct 81% · ● Referral 15%
● Direct 62% · ● Referral 38%
CerebriumThinking Machines TinkerUnsloth AI
0392.3K784.5K1.2M1.6MThinking Machines Tinker · 421.8KThinking Machines Tinker · 345.6KThinking Machines Tinker · 223.7KThinking Machines Tinker · 298.7KThinking Machines Tinker · 303.2KThinking Machines Tinker · 582.5KThinking Machines Tinker · 375.9KThinking Machines Tinker · 1.1MUnsloth AI · 517KUnsloth AI · 574.8KUnsloth AI · 698.3KUnsloth AI · 1.3MUnsloth AI · 1.6MUnsloth AI · 1.1MUnsloth AI · 1.2MUnsloth AI · 1MUnsloth AI · 1.5M100K1M10MThinking Machines Tinker · 421.8KThinking Machines Tinker · 345.6KThinking Machines Tinker · 223.7KThinking Machines Tinker · 298.7KThinking Machines Tinker · 303.2KThinking Machines Tinker · 582.5KThinking Machines Tinker · 375.9KThinking Machines Tinker · 1.1MUnsloth AI · 517KUnsloth AI · 574.8KUnsloth AI · 698.3KUnsloth AI · 1.3MUnsloth AI · 1.6MUnsloth AI · 1.1MUnsloth AI · 1.2MUnsloth AI · 1MUnsloth AI · 1.5MDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free
Starting price
$100per month · free tier available
—
Free
Free tier
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Free trial
–
–
–
API access
–
Plans
Hobby FreeStandard $100/moEnterprise Custom
Inkling-Small Prefill $0.58/usage-basedInkling-Small Sample $0.12/usage-basedVarious Model Training Custom/usage-based
Free FreePro Contact for pricingEnterprise Contact for pricing
Capabilities input → output
Input
Code
CodeData
DataImagesText
Output
Apps
Text
ImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
4
4
3
LLM development
Developer tools
Fine-Tuning
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APIs
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GPU infrastructure
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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.