Skip to content
Sign in Submit your app

AtmoRouter vs Dreamscale Labs

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

AtmoRouter compared with Dreamscale Labs
DetailAtmoRouter logo AtmoRouterDreamscale Labs logo Dreamscale Labs
What it doesAffordable AI API gateway for frontier models at up to 89% below official pricing Real-time cloud inference for physical AI
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelPaid Contact for pricing
PricingPay per million tokens in USD with no subscription or minimum spend. Prices vary by model and provider. Example flagship models: Claude (from $5.9/$29.5 input/output per million tokens), GPT-6-Astra (from $0.175/$0.875), Claude Opus (from $0.0125/$0.0625). Prompt caching at 10% of input rate where s Not given
Key features
  • OpenAI-compatible endpoint
  • Access to 171 frontier models
  • Automatic failover across upstream providers
  • Per-token billing from upstream usage reports
  • Full SSE streaming passthrough
  • Per-key rate limits and model allowlists
  • Complete usage logs with cost breakdown
  • Anthropic Messages API support
  • Prompt caching at 10% of input rate
  • Health tracking per provider family
  • Real-time inference with 320ms latency for DreamZero 14B
  • 40-50% lower tail latency than existing cloud providers
  • 8+ concurrent robots on single H100
  • Support for frontier models including DreamZero and MolmoAct2
  • Bring your own model checkpoints
  • Fine-tuning for custom robot tasks
  • GPU kernel optimization
  • Real-Time Chunking network optimization
  • On-demand compute for experimentation and iteration
What makes it different
  • Single API key for 171 models across 19 families with no per-provider signups
  • Up to 89% savings below official pricing on frontier models
  • Automatic failover ensures requests route around capacity outages
  • Pay only for tokens consumed with no monthly subscription or minimum spend
  • Exact billing metered from upstream usage, never estimated from characters
  • Eliminates need for expensive local GPUs for robot AI deployment
  • Optimizes entire inference stack from model to network
  • Achieves lower latency than NVIDIA with half the silicon
  • Designed specifically for robotics teams' workflow
  • Inference feels local despite cloud deployment
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check10 no change since last check
Trust Flow (Majestic)410
Citation Flow (Majestic)1128
Referring domains (Majestic)260

4 details filled in for both companies.

More alternatives to AtmoRouter More alternatives to Dreamscale Labs

Get help