Azure ML vs Together AI: Which Should You Choose in 2026?
Choosing between Azure ML and Together AI comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
Azure ML
Cloud platform for building and deploying ML models
Best for you if:
- • You want the higher-rated option (8.5/10 vs 8.4/10)
- • Azure ML is Microsoft's cloud platform for building and deploying machine learning models
- • It provides notebooks, AutoML, MLOps pipelines, and model management
Together AI
Open-source AI model platform
Best for you if:
- • Together AI is an inference platform for open-source AI models
- • It provides fast, affordable access to leading open models
| At a Glance | ||
|---|---|---|
Price | Paid | Paid |
Best For | AI Model Deployment | AI Model Deployment |
Rating | 85/100 | 84/100 |
| Feature | Azure ML | Together AI |
|---|---|---|
| Pricing Model | Paid | Paid |
| Editorial Score | 85 | 84 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | AI Model DeploymentAI Fine-Tuning | AI Model DeploymentAI Fine-Tuning |
Understanding the Differences
Both Azure ML and Together AI solve similar problems, but they approach them differently.Azure ML positions itself as "cloud platform for building and deploying ml models" while Together AIfocuses on "open-source ai model platform". These differences matter depending on what you're trying to accomplish.
When to Choose Azure ML
Azure ML makes sense if you're looking for a comprehensive paid solution. With a score of 85/100, it's our top pick in this comparison.
When to Choose Together AI
Together AI is worth considering if you need a professional-grade tool.
Who Should Use What?
Bootstrapped or small team?
Neither is free, but both have their value. Test them both and see which clicks.
We'd pick: Together AI
Growing fast?
Your team doubled last quarter and you need tools that won't break when you add 50 more people. Azure ML handles scale better in our testing.
We'd pick: Azure ML
Enterprise with complex needs?
You need SSO, compliance certifications, and a support team that picks up the phone. Azure ML is built for organizations like yours.
We'd pick: Azure ML
Still not sure? Answer these 3 questions
How much can you spend?
Both are paid tools. If money isn't the issue, go with Azure ML—it scored higher.
Do you care what other users think?
Both have similar review counts. Read a few before you commit.
Expert opinion or crowd wisdom?
Our team rated Azure ML higher (85/100). But the community has upvoted Together AI more (0 votes). Pick your source of truth.
Key Takeaways
What Azure ML Does Better
- Higher overall score (85/100)
- Our recommendation for most use cases
Consider Together AI If
- Its specific features better match your workflow
- You prefer its interface or design approach
The Bottom Line
If we had to pick one, we'd go with Azure ML (85/100). But the honest answer is that "better" depends on your situation. Azure ML scores higher in our analysis, but Together AI might be the right choice if its specific strengths align with what you need most. Take advantage of free trials to test both before committing.
Frequently Asked Questions
Is Azure ML or Together AI better?
Based on our analysis, Azure ML scores higher with 85/100. Azure ML ispaid while Together AI is paid. The best choice depends on your specific needs and budget. We recommend testing both with free trials if available.
Can I switch from Azure ML to Together AI easily?
Migration difficulty varies. Check if both tools support data export/import in compatible formats. Some tools offer migration assistance or have integration partners who can help with the transition.
Do Azure ML and Together AI offer free trials?
Most software in this category offers free trials or free tiers. Azure ML is paid with potential trial.Together AI is paid with potential trial. Visit their websites for current trial offers.