Thinking Machines Tinker vs Cerebrium vs RunPod

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

Your tool
Thinking Machines Tinker
vs
Competitor 1
Cerebrium
Competitor 2
RunPod
Competitor 3
Suggested competitors for Thinking Machines Tinker: Together AI80% Fireworks AI75% Unsloth AI70% Modal65% Nebius Token Factory65% OpenAI API62% Baseten62% Anyscale62%
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3 tools · best value per row highlighted
Your tool 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
Remove
Competitor Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
Make main Remove
Competitor RunPod
runpod.io
Cheap GPUs on demand
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1.1Mvisits/mo
—
2.8Mvisits/mo
MoM change
▲ 181.3%
—
▲ 14.2%
6-month growth
+372.8%
—
+19.0%
Global rank web
#55,584
—
#19,060
Avg. last 3 months
672K
—
2.5M
Bounce rate lower is better
51%
—
32%
Pages / visit
2.6
—
7.4
Visit duration
1m 57s
—
8m 19s
Traffic sources
● Direct 81% · ● Referral 15%
—
● Direct 78% · ● Referral 21%
Thinking Machines TinkerCerebriumRunPod
0701.3K1.4M2.1M2.8MThinking 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 · 1.1MRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8M100K1M10MThinking 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 · 1.1MRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Starting price
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$100per month · free tier available
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Free tier
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–
Free trial
–
–
–
API access
Plans
Inkling-Small Prefill $0.58/usage-basedInkling-Small Sample $0.12/usage-basedVarious Model Training Custom/usage-based
Hobby FreeStandard $100/moEnterprise Custom
Pods (Community Cloud) Custom/hourServerless Custom/hourClusters Custom/hourStorage Custom/mo
Capabilities input → output
Input
CodeData
Code
CodeData
Output
Text
Apps
Apps
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
4
1
4
Developer tools
Fine-Tuning
–
–
GPU infrastructure
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–
APIs
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–
Cloud infrastructure
–
–
LLM development
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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.