AI Token Router vs Nebius Token Factory: how to choose
Across 9 dimensions compared below, AI Token Router comes out ahead on 3 and Nebius Token Factory on 4, and 2 are a genuine tie -- 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.
Nebius Token Factory: Governed, compliance-first inference on open models. · Of the 9 dimensions below, Nebius Token Factory wins 4.
Compliance and governance
AI Token Router
None of this — no certifications, no SLA
Nebius Token Factory
SOC 2 Type II, HIPAA, ISO 27001, zero-retention data mode and a 99.9% uptime SLA
Data residency
AI Token Router
Not offered as a choice
Nebius Token Factory
Facilities in Finland, France and the US — real EU residency for open-weight inference
Pricing at high volume
AI Token Router
One rate per model, the same at any volume
Nebius Token Factory
Volume discounts that scale with monthly usage
Model catalog size
AI Token Router
24 in the catalogue, 7 servable today
Nebius Token Factory
60+ open models across text, code, vision, reasoning and embeddings
Pricing transparency
AI Token Router
Every rate on a public page, with the model's official rate beside it — 36–43% below official
Nebius Token Factory
No public rate card; pricing sits behind a self-service portal, and the headline number is not what you pay once discount tiers apply
Image and video generation
AI Token Router
Yes — /v1/images/generations and /v1/video/generations (video billed at a fixed 5-second duration during rollout)
Nebius Token Factory
Neither. Text, vision and embeddings only
OpenAI compatibility
AI Token Router
Yes, across all seven endpoints
Nebius Token Factory
Yes, for the endpoints they offer
Platform fee
AI Token Router
None. No minimum spend, no subscription
Nebius Token Factory
None published; free starting tier
Time from signup to first token
AI Token Router
Load credits, take a key, call the API
Nebius Token Factory
Enterprise-first onboarding — SLAs, governance review and negotiated volume tiers
Figures as each provider publishes them, last checked September 2026 — method and sources below.
How this comparison was made
- Where the Nebius Token Factory figures come from
- Every Nebius Token Factory cell in the table is taken from Nebius Token Factory'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 Nebius Token Factory'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 Nebius Token Factory 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 9 rows is marked for one side: 3 to AI Token Router, 4 to Nebius Token Factory, and 2 a genuine tie. 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 Nebius Token Factory'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 Nebius Token Factory
If a compliance questionnaire stands between you and shipping, Nebius is the answer and we are not. SOC 2 Type II, HIPAA, ISO 27001, a zero-retention mode and a 99.9% SLA are not things we can approximate, and EU data residency for open-weight inference is genuinely differentiated — very few providers lead with it. At real volume their discount tiers will also beat a flat published rate. Regulated industries, EU-domiciled data, or any procurement process that requires a signed SLA should go to them.
When you should choose us
Choose us if you want a price before you want a contract. Nebius keeps its rates behind a self-service portal and layers volume discounts on top, so the published number is never quite the number; we publish one rate per model with the official rate next to it. We also generate images and video, which Token Factory does not do at all.