Thinking Machines Tinker vs Unsloth AI vs Axolotl vs LLaMA-Factory

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

Your tool
Thinking Machines Tinker
vs
Competitor 1
Unsloth AI
Competitor 2
Axolotl
Competitor 3
LLaMA-Factory
Compare
4 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
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Competitor Unsloth AI
unsloth.ai
A machine learning engineer needs to fine-tune Llama 3 on a single NVIDIA T4 GPU but keeps hitting out-of-memory errors
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Competitor Axolotl
axolotl.ai
Axolotl is a free, open-source tool for fine-tuning large language models.
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Competitor LLaMA-Factory
github.com
LLaMA-Factory is an open-source framework for fine-tuning more than 100 large language models and vision-language models.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1.1Mvisits/mo
1.5Mvisits/mo
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MoM change
▲ 181.3%
▲ 47.7%
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6-month growth
+372.8%
+22.2%
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Global rank web
#55,584
#57,929
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Avg. last 3 months
672K
1.3M
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Bounce rate lower is better
51%
48%
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Pages / visit
2.6
2.4
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Visit duration
1m 57s
1m 53s
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Traffic sources
● Direct 81% · ● Referral 15%
● Direct 62% · ● Referral 38%
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Thinking Machines TinkerUnsloth AIAxolotlLLaMA-Factory
0392.3K784.5K1.2M1.6MThinking 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 · 1.1MUnsloth AI · 517KUnsloth AI · 574.8KUnsloth AI · 698.3KUnsloth AI · 1.3MUnsloth AI · 1.6MUnsloth AI · 1.1MUnsloth AI · 1.2MUnsloth AI · 1MUnsloth AI · 1.5M100K1M10MThinking 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 · 1.1MUnsloth AI · 517KUnsloth AI · 574.8KUnsloth AI · 698.3KUnsloth AI · 1.3MUnsloth AI · 1.6MUnsloth AI · 1.1MUnsloth AI · 1.2MUnsloth AI · 1MUnsloth AI · 1.5MDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Free
Free
Starting price
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Free
Free
Free
Free tier
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Free trial
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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
Free FreePro Contact for pricingEnterprise Contact for pricing
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Capabilities input → output
Input
CodeData
DataImagesText
CodeData
Data
Output
Text
ImagesTextVideo
Code
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer ToolsOpen Source AI Models
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
4
3
7
7
Fine-Tuning
LLM development
Developer tools
LLM training
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Model training
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Large language models
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Self hosted
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APIs
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
0
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Reviews
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Prompts
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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.