Thinking Machines Tinker vs Fireworks AI vs Replicate

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

Your tool
Thinking Machines Tinker
vs
Competitor 1
Fireworks AI
Competitor 2
Replicate
Competitor 3
Suggested competitors for Thinking Machines Tinker: Together AI80% 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 Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1.1Mvisits/mo
713.6Kvisits/mo
1Mvisits/mo
MoM change
▲ 181.3%
▼ 21.1%
▼ 3.1%
6-month growth
+372.8%
+62.9%
-30.2%
Global rank web
#55,584
#55,462
#39,584
Avg. last 3 months
672K
743.7K
1.1M
Bounce rate lower is better
51%
43%
35%
Pages / visit
2.6
3.6
5.6
Visit duration
1m 57s
2m 40s
5m 09s
Traffic sources
● Direct 81% · ● Referral 15%
● Direct 91% · ● Referral 6%
● Direct 92% · ● Referral 6%
Thinking Machines TinkerFireworks AIReplicate
0415.2K830.4K1.2M1.7MThinking 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 · 1.1MFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 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 · 1.1MFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Starting price
—
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
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Capabilities input → output
Input
CodeData
CodeImagesText
ImagesText
Output
Text
CodeText
AudioImagesTextVideo
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 · 3 shared · core   partial
Tasks covered
4
7
9
APIs
Developer tools
LLM development
Fine-Tuning
–
Inference
–
Models
–
Development
–
API integrations
–
–
Image generation
–
–
Video generation
–
–
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
–
–
–

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.