AI systems engineering, language model research and cost optimization
Stage
Startup
Established
Founded
Not given
2021
Based in
US
IN
Pricing model
Paid
Not given
Pricing
Compute on-demand: H200 starting at $0.47/HR to $1.99/HR, B300 at $4.99/HR, B200 at $3.49/hr, H100 at $2.43/HR (Spot $0.94/HR). Reserved clusters available with quotes from 50+ datacenters.
Free tools: LLM Bill Analyzer, API pricing calculator, price alerts. LLM Cost Report: USD 149 (2 working days); Founding clients: USD 750. LLM Cost & Reliability Audit: USD 1,500 (5-7 working days). Sample report available free by email.
Key features
2,500+ RL environments on the Hub
100+ open-source model evaluations
Managed training workflows with full visibility
GLM-5.3 hosted inference
OpenAI-compatible API
SLURM and Kubernetes orchestration
Infiniband networking for distributed training
Grafana monitoring dashboards
Secure code sandboxes for RL
LLM Bill Analyzer for usage export analysis
API pricing calculator for OpenAI, Anthropic and Google models
Multi-agent workflow automation on n8n and Make
Prompt hardening against injection and token waste
Private and on-premise LLM deployment
Custom small and large language model development
LLM Cost & Reliability Audit with log analysis
Price change alerts for OpenAI, Anthropic and Google
What makes it different
Integrated stack combining training, inference, compute and evaluations in one platform
Backed by leading investors including NVIDIA, Founders Fund, and AI researchers
Large-scale open-source community with 2,500+ environments and models
Applied research team providing hands-on support for training
Competitive pricing with spot market and reserved cluster options
Client retains ownership of all code, prompts, workflows and fine-tuned model weights
Private and on-premise deployment option protecting enterprise data