Cerebrium vs Thinking Machines Tinker

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
Competitor 3
Suggested competitors for Cerebrium: Beam98% RunPod96% Fireworks AI95% Modal94% Baseten94% SiliconFlow92% Together AI92% Replicate91%
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2 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
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Traffic estimated monthly website traffic
Monthly visits
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1.1Mvisits/mo
MoM change
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▲ 181.3%
6-month growth
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+372.8%
Global rank web
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#55,584
Avg. last 3 months
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672K
Bounce rate lower is better
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51%
Pages / visit
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2.6
Visit duration
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1m 57s
Traffic sources
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● Direct 81% · ● Referral 15%
CerebriumThinking Machines Tinker
0264.4K528.7K793.1K1.1MThinking 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 · 1.1M100K1M10MThinking 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 · 1.1MDec '25Jan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Starting price
$100per month · free tier available
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Free tier
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Free trial
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–
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
Capabilities input → output
Input
Code
CodeData
Output
Apps
Text
Skill level
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
1
4
Developer tools
Fine-Tuning
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APIs
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LLM development
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
Saves
0
0
Reviews
0
0
Prompts
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.