Thinking Machines Tinker vs Cerebrium vs Together AI

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
Together AI
Competitor 3
Suggested competitors for Thinking Machines Tinker: Fireworks AI75% Unsloth AI70% Nebius Token Factory65% Modal65% OpenAI API62% RunPod62% 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 Together AI
together.ai
Open-source models without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1.1Mvisits/mo
—
785.1Kvisits/mo
MoM change
▲ 181.3%
—
▼ 6.4%
6-month growth
+372.8%
—
+1.9%
Global rank web
#55,584
—
#60,843
Avg. last 3 months
672K
—
794.7K
Bounce rate lower is better
51%
—
42%
Pages / visit
2.6
—
3.2
Visit duration
1m 57s
—
1m 57s
Traffic sources
● Direct 81% · ● Referral 15%
—
● Direct 77% · ● Referral 21%
Thinking Machines TinkerCerebriumTogether AI
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 · 1.1MTogether AI · 566.8KTogether AI · 552.7KTogether AI · 645.8KTogether AI · 637.7KTogether AI · 770.2KTogether AI · 792.8KTogether AI · 756.1KTogether AI · 760.5KTogether AI · 838.4KTogether AI · 785.1K100K1M10MThinking 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 · 1.1MTogether AI · 566.8KTogether AI · 552.7KTogether AI · 645.8KTogether AI · 637.7KTogether AI · 770.2KTogether AI · 792.8KTogether AI · 756.1KTogether AI · 760.5KTogether AI · 838.4KTogether AI · 785.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Starting price
—
$100per month · free tier available
$1.99per month
Free tier
–
–
Free trial
–
–
API access
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Plans
Inkling-Small Prefill $0.58/usage-basedInkling-Small Sample $0.12/usage-basedVarious Model Training Custom/usage-based
Hobby FreeStandard $100/moEnterprise Custom
Serverless Inference $0.30/usage-basedDedicated Inference GPU $3.99/usage-basedGPU Clusters $1.99/usage-basedFine-Tuning $0.34/usage-based
Capabilities input → output
Input
CodeData
Code
AudioCodeImagesText
Output
Text
Apps
AudioCodeImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
4
1
8
Developer tools
APIs
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Fine-Tuning
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LLM development
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Inference
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–
GPU infrastructure
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–
Models
–
–
Development
–
–
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.