OpenRouter or Workhorse? It depends on one question.
Do you need a dozen model families behind one API key, or is one model doing the work? The answer decides this, and we are not the right choice for everyone.
The short version
OpenRouter is a routing layer. Its value is breadth: many models, many hosts, one API key, and the ability to switch between them without new integrations. If your product needs that breadth, they are the better fit and we will say so.
We do one thing. If DeepSeek V4.1 Flash is what is actually doing your work, then the breadth is a feature you are paying for and not using — and what is left is the commercial layer, which is where we are different.
Where they genuinely win
- You need to A/B several model families in production
- Your product exposes model choice to your own users
- You want automatic failover across providers
- You are still deciding which model is right
- You want to compare models and pricing across vendors in one place
Where we are different
Our difference is not the routing — it is what happens outside the API. A contract your legal team can amend. A monthly invoice your finance team can book. A data processing agreement. A named person who knows your account. And one model, priced as sharply as we can manage, rather than a catalog priced for flexibility.
Questions people ask when comparing
Can we use both?
Yes, and some teams do. Keep OpenRouter for the workloads that need breadth, and route the high-volume DeepSeek work to us. They are both OpenAI-compatible endpoints.
Are you cheaper?
For DeepSeek V4.1 Flash at volume, we usually are. But it depends on your volume and mix, and we are not going to claim it in the abstract — send us your numbers and we will tell you honestly, including if the answer is no.
How does OpenRouter pricing compare?
Their rates are on their own site, and you should read them there rather than take our summary of them. The shape is what differs: a router prices per model across many providers, while ours is one rate for one model, agreed in a contract and billed monthly against an invoice.
What if we need a model you do not serve?
Then we are not the right provider for that workload. We serve the DeepSeek V4 family. If your roadmap needs several families, a router is the better architecture and we would rather say so than sell around it.
Do you support the same request shape?
Yes — OpenAI-compatible chat completions. In practice that means a workload can move between us and a router by changing a base URL and a key.
Can we trial before switching?
Yes. Ask for a limited key and run a share of your real traffic through it. Comparing on your own workload beats comparing on anyone's benchmark.
OPENROUTER OR WORKHORSE
| The alternative OpenRouter a routing layer across many model families | Workhorse Workhorse one model family, with the commercial side handled | |
|---|---|---|
| What it is | A gateway across many providers | A single provider relationship |
| Model choice | Very wide — many families and hosts | DeepSeek V4.1 Flash and Pro only |
| The point of it | One key for many models | One model, as cheaply as we can |
| Contract | Self-service terms | Negotiable, with a DPA |
| Invoicing | Platform billing | A monthly invoice, bank transfer |
| Who to call | Support channels | A named account contact |
| Best when | You need many model families | DeepSeek is doing the work |
Tell us what you're running.
Send us your monthly volume and what you use today. We usually reply within one business day with a price and a named contact.