A force multiplier for your GPU cluster
Run the Subconscious inference system on your own GPUs. A drop-in replacement for vLLM or SGLang for more efficient and capable inference.
1.0×concurrent workloads on the same GPUs
1×
Your cluster today
+0.0×
Capacity increase from Subconscious
- Drop-in for vLLM or SGLang
- No external calls, ever
- Installed and supported by our team
On long tasks vs. standard inference providers:
- Concurrent workloads
2.3×
- More agents in flight on the same GPUs.
- Faster task completion
2x
- Measured at 200k+ tokens of context, same model and hardware.
- Lower cost
50%+
- The runtime compresses spans before they are billed, so you pay for what it processes.
- Higher accuracy
1-10%
- On agentic benchmarks. Less stale context gives the model a cleaner view of the task.
Take control of your economics, product, and data.
A force multiplier for your fleet
Agent runs are memory-bound. With our context compression and caching, the same GPUs can handle far more concurrent work. More output per GPU-hour means better economics.
Open models, enhanced
2x faster task completion, a context window past five million tokens, and up to 10% higher accuracy on agentic benchmarks. The best way to run open models for agentic work.
100% inside your cloud
The entire system runs on your resources: no external calls, no pings. Your IP and data never leave your perimeter.
A built-in R&D budget
An always-on cluster can serve billions of tokens a day. The marginal token is free, so teams experiment like the budget is unlimited.
Terms you can put in a spreadsheet
No per-token math, no GPU-type tiers. One number times your GPU count.
Talk to us about a demo- Pricing model
- Annual fee per GPU
- Any fleet size
- Run on 1 or 10,000 GPUs
- GPU types
- Any
- Operations
- Installed and supported by our team
See the savings yourself.
Pick the GPU price you pay and the size of the deployment. The estimate assumes our runtime serves the same traffic on half the GPUs.
Estimate your savings
GPU price, per hour
Deployment size, GPUs
Standard inference infrastructure
$186,880/mo
With Subconscious
$116,800/mo
50% the GPUs + our per GPU pricing*
You save
$70,080/mo
38% lower per month
* An estimate of our cost per node using our inference system, which covers everything we provide: our inference system, a routing gateway and supporting infrastructure, a frontend for API key management and usage monitoring, and dedicated setup and support from our team of world-class AI researchers.
Bring your fleet size and GPU pricing. We will scope a deployment and put real numbers against this estimate.
Talk to us about a deployment