AI Token Router vs Together AI: how to choose
Across 6 dimensions compared below, AI Token Router comes out ahead on 3 and Together AI on 3 -- so the honest answer is that it depends on which dimensions matter to your workload, and both sections naming a winner are on this page rather than only the flattering one.
Together AI: Inference plus fine-tuning on one platform. · Of the 6 dimensions below, Together AI wins 3.
Fine-tuning
AI Token Router
Not offered
Together AI
Yes — train and serve on the same platform
Dedicated GPU clusters
AI Token Router
Not offered
Together AI
Yes
Text-model pricing
AI Token Router
36–42% below official on every model we carry, 65–68% with a cached prefix
Together AI
Competitive, above DeepInfra on most models
Video model support
AI Token Router
Yes — dedicated category
Together AI
Limited
Newest open-weight models at launch
AI Token Router
Within 24 hours
Together AI
Varies by model
Enterprise track record
AI Token Router
Newer platform, shorter history
Together AI
Established, with a longer enterprise reference list
Figures as each provider publishes them, last checked September 2026 — method and sources below.
How this comparison was made
- Where the Together AI figures come from
- Every Together AI cell in the table is taken from Together AI's own published material -- their pricing page, their documentation or their rate card -- not from an aggregator, a press mention or our own testing. Where they publish no number for a dimension, the row says so rather than filling the gap with an estimate: no dollar figure appears in their column anywhere on this page.
- Where our own figures come from
- Our column is the catalogue that prices real requests, including the parts of it that do not flatter us: 7 of the 24 catalogued models are callable today, and the rows say so rather than counting the catalogue as the lineup. The rates behind it were last reconciled with upstream on Sep 2, 2026 and are published in full on the pricing page.
- When this was last checked
- September 2026. Competitor pricing and product scope both move without notice, so every figure here is a statement about that date rather than a permanent one. Anything you are about to make a decision on is worth confirming against Together AI's own site before you make it.
- What is deliberately not compared
- There are no benchmark scores, no latency measurements and no tokens-per-second figures in our column -- not on this page and nowhere else on this site -- because we have not measured them. Where a speed claim appears in the Together AI column it is theirs, repeated as they publish it and not verified by us. An unmeasured quality or speed number would be the easiest thing on this page to invent, which is precisely why there is not one.
- How the winner column is decided
- Each of the 6 rows is marked for one side: 3 to AI Token Router, 3 to Together AI. That marking is our judgement and you are free to disagree with it. The figures underneath it are the part you can check without taking our word for anything.
- Corrections
- If a figure here is stale or wrong, tell us and we will change it -- including when the correction runs in Together AI's favour, and including when it costs us a row we currently win. A comparison only ever corrected in its own favour is not being corrected.
When you should choose Together AI
If you need to fine-tune a model and serve it from the same platform, or you want dedicated GPU capacity rather than shared inference, Together AI does something we simply do not do. They are also the safer answer if your procurement process weights vendor track record heavily — we are newer, and pretending otherwise would not survive your first reference call.
When you should choose us
If you are consuming off-the-shelf open-weight models through an API and want the lowest published cost with video generation included in the same account and the same bill, we are the better fit.