Axolotl vs Scale AI vs Thinking Machines Tinker

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

Your tool
Axolotl
vs
Competitor 1
Scale AI
Competitor 2
Thinking Machines Tinker
Competitor 3
Suggested competitors for Axolotl: LLaMA-Factory98% Hugging Face TRL91% Unsloth AI87% Amazon SageMaker JumpStart83% llama.cpp83% Hyperbolic82% Haystack81% Weights & Biases81%
Compare
3 tools · best value per row highlighted
Your tool Axolotl
axolotl.ai
Axolotl is a free, open-source tool for fine-tuning large language models.
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Competitor Scale AI
scale.com
Scale AI supplies the data and evaluation services behind many of the world's leading AI models, and it also builds applied AI systems for enterprises and governments.
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Competitor 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
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Traffic estimated monthly website traffic
Monthly visits
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1.1Mvisits/mo
MoM change
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▲ 181.3%
6-month growth
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+372.8%
Global rank web
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#55,584
Avg. last 3 months
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672K
Bounce rate lower is better
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51%
Pages / visit
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2.6
Visit duration
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1m 57s
Traffic sources
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● Direct 81% · ● Referral 15%
AxolotlScale AIThinking Machines Tinker
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 · 1.1M100K1M10MThinking 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 · 1.1MDec '25Jan '26FebMarAprMayJunJul
Pricing
Model
Free
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Freemium
Starting price
Free
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Free tier
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Free trial
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API access
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Plans
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Inkling-Small Prefill $0.58/usage-basedInkling-Small Sample $0.12/usage-basedVarious Model Training Custom/usage-based
Capabilities input → output
Input
CodeData
Data
CodeData
Output
Code
Data
Text
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
4
4
LLM development
Fine-Tuning
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Model training
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Developer tools
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Data labeling
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LLM training
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APIs
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Generative AI evaluation
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Large language models
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Self hosted
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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.