Thinking Machines Tinker vs Anyscale vs Fireworks AI vs Baseten
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Thinking Machines Tinker
vs Thinking Machines Tinker
Competitor 1
Anyscale
Anyscale
Competitor 2
Fireworks AI
Fireworks AI
Competitor 3
Baseten
BasetenCompare
4 tools · best value per row highlighted
Your tool
Thinking Machines Tinker
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
Traffic estimated monthly website traffic
Monthly visits
1.1Mvisits/mo
79.1Kvisits/mo
713.6Kvisits/mo
355.4Kvisits/mo
MoM change
▲ 181.3%
▼ 25.4%
▼ 21.1%
▲ 21.3%
6-month growth
+372.8%
-21.0%
+62.9%
+73.3%
Global rank web
#55,584
#330,039
#55,462
#113,597
Avg. last 3 months
672K
90.4K
743.7K
304.6K
Bounce rate lower is better
51%
42%
43%
39%
Pages / visit
2.6
3.3
3.6
4.1
Visit duration
1m 57s
1m 53s
2m 40s
1m 53s
Traffic sources
● Direct 81% · ● Referral 15%
● Direct 81% · ● Referral 15%
● Direct 91% · ● Referral 6%
● Direct 89% · ● Referral 9%
Thinking Machines TinkerAnyscaleFireworks AIBaseten
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
—
—
Free tier
Free tier
Free tier
–
–
Free trial
–
–
–
API access
Plans
Inkling-Small Prefill $0.58/usage-basedInkling-Small Sample $0.12/usage-basedVarious Model Training Custom/usage-based
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Basic CustomPro CustomEnterprise Custom
Capabilities input → output
Input
CodeData
CodeData
CodeImagesText
AudioText
Output
Text
Data
CodeText
AudioImagesText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Tasks what each tool can do · 0 shared · core partial
Tasks covered
4
0
7
6
APIs
–
Developer tools
–
Fine-Tuning
–
–
Inference
–
–
Models
–
–
LLM development
–
–
Development
–
–
Web service deployment
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–
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.