Specialist FactoryTask models for agents — basically free to run

Pricing that matches how teams actually buy

Platform subscription for the control plane and trust paths. Included credits for training and serving task models under your agents. Overage metered like the rest of the market — so finance can forecast and GTM isn't surprised.

Pilot

Prove a task model beats your frontier baseline.

$0

 

  • $50 credits
  • Shared cloud
  • $50 training credits
  • Eval harness vs frontier
  • 1 specialist endpoint (rate limited)
  • Community support
Most teams start here

Build

Ship task models on shared cloud or your VPC.

$499/ mo

or $4,990/yr (save ~17%)

  • $500 credits
  • Shared cloud
  • Your cloud (BYOC)
  • $500 monthly compute credits
  • BYOC data plane
  • Up to 10 specialists
  • Email support · cost estimates before train

Scale

Confidential GPUs, SSO, and production SLOs.

$2,500/ mo

or $25,500/yr (save ~15%)

  • $3,000 credits
  • Shared
  • BYOC
  • Confidential GPU
  • $3,000 monthly compute credits
  • NVIDIA Confidential Computing
  • SSO · audit exports
  • Priority support

Enterprise

Procurement-ready for regulated teams.

Custom

 

  • Custom commits
  • All product tiers
  • MSA / BAA / marketplace
  • Custom commits & volume rates
  • Private networking reviews
  • Dedicated success
  • AWS / GCP marketplace invoicing

Usage meters (after credits)

Platform fee covers the control plane, recipes, eval, and trust UX. GPUs meter like the rest of the market — with a thin platform margin.

LoRA SFT train (≤16B)Aligned to Together/Fireworks; min $5 / job
$0.55 / 1M tokens
GRPO / RLVR trainVerifiable-reward path; higher GPU intensity
$2.50 / 1M tokens
Shared inferenceSmall-model blended; dedicated GPU-hour available
$0.40 / 1M tokens
BYOC softwareYou pay your cloud GPUs; we charge the platform
Included in Build+
Confidential GPU premiumTEE / attestation overhead on Scale+
+15% on compute credits

How to choose

Start on Pilot

You already have an agent. Prove a task model beats frontier on your labels.

Move to Build for proprietary data

BYOC when security says the rows can't live in our cloud.

Scale when TEE is required

Confidential GPUs, SSO, and higher credits for production risk workloads.