Thinking Machines Tinker vs Atomic Chat vs Anyscale

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

Your tool
Thinking Machines Tinker
vs
Competitor 1
Atomic Chat
Competitor 2
Anyscale
Competitor 3
Suggested competitors for Thinking Machines Tinker: Together AI80% Fireworks AI75% Unsloth AI70% Modal65% Nebius Token Factory65% OpenAI API62% RunPod62% Baseten62%
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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 Atomic Chat
atomic.chat
No rate limits. No subscription. No cloud.
Make main Remove
Competitor Anyscale
anyscale.com
Scale AI effortlessly
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1.1Mvisits/mo
49.6Kvisits/mo
79.1Kvisits/mo
MoM change
▲ 181.3%
▲ 4,135.2%
▼ 25.4%
6-month growth
+372.8%
—
-21.0%
Global rank web
#55,584
#697,143
#330,039
Avg. last 3 months
672K
16.9K
90.4K
Bounce rate lower is better
51%
53%
42%
Pages / visit
2.6
1.8
3.3
Visit duration
1m 57s
25s
1m 53s
Traffic sources
● Direct 81% · ● Referral 15%
● Direct 41% · ● Search 28%
● Direct 81% · ● Referral 15%
Thinking Machines TinkerAtomic ChatAnyscale
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 · 1.1MAtomic Chat · 1.2KAtomic Chat · 49.6KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1K1K10K100K1M10MThinking 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 · 1.1MAtomic Chat · 1.2KAtomic Chat · 49.6KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
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Freemium
Starting price
—
—
—
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
Capabilities input → output
Input
CodeData
CodeDocumentsText
CodeData
Output
Text
CodeText
Data
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Chatbots & CompanionsDevelopment & CodeAI ChatbotOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
1
0
Chatbots
–
–
Fine-Tuning
–
–
APIs
–
–
LLM development
–
–
Developer tools
–
–
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.