Your Own AI Coding Server. Shared with Your Squad.
Run frontier-class open-source models on dedicated GPU hardware. Split the cost with your squad. No rate limits. No token metering.
See It in Action
From signup to your first AI-assisted commit in under 10 minutes.
Token Pricing Is Broken for Power Developers
Agentic Coding Burns 1.5B+ Tokens per Month
A single power developer burns 40–60M tokens per day. That's ~1.5B tokens per month. A squad of 5? Over 7B. At Claude Sonnet API rates, that's ~$20,000/month. Even the cheapest open-source API option costs ~$1,650+.
Subscriptions Throttle or Bankrupt You
Cursor Ultra's $200/month covers ~500M tokens, and extreme users exhaust it in ~10 days, then pay-per-token kicks in. Claude Max limits you to ~25M uncached tokens/week. Exceed the limit? Overage at full Sonnet API rates ($3/$15 per 1M in/out) gets expensive fast.
Self-Hosting Costs $30,000+
Running a 200B+ model needs datacenter GPUs, specialized hardware, and ongoing ops. The dream of 'your own server' is real, but at what cost?
Token Pricing Is Fractional Reserve Banking
Providers charge each user full price while serving 10 concurrent users at only ~20% extra cost. You're paying for compute that's multiplied, not dedicated.
The Token Tax
Side by side: GPU-hour billing stays flat while token plans hit overage.
Live in Under 10 Minutes
Create Your Squad Server
Pick your model (GLM-5.2, MiniMax M3, Kimi K2.7, Qwen3.6), choose your GPU tier, set your daily hours.
Invite Your Squad
Share a link. Up to 10 people join. Thanks to vLLM's parallel processing, everyone uses it simultaneously with minimal performance loss.
Point Your Tools
Get an OpenAI-compatible endpoint. Plug it into Cursor, Continue, aider, or any SDK. Just change the API URL.
Split the Cost
Equal split, owner-pays, or usage-based. syndicAI handles billing so you don't need a spreadsheet.
Built for Developers Who Push Hard
Frontier-Class OSS Models
GLM-5.2, MiniMax M3, Kimi K2.7, Qwen3.6. Models that rival Claude Opus on coding benchmarks. Open-weight, continuously improving.
OpenAI-Compatible API
Every Squad Server exposes a standard /v1/chat/completions endpoint. Works with every tool that supports OpenAI's API.
Pay by GPU-Hour, Not Token
A busy squad and a light squad on the same tier pay the same. The GPU costs the same whether it processes 50M or 400M tokens/day.
Your Data Stays on Your Node
Token data never leaves the GPU instance. syndicAI's control plane handles management only: CRUD, billing, lifecycle. Zero token data flows to central.
Auto-Start, Auto-Stop
Server spins up when you need it, idles down when you don't. No wasted GPU-hours, no manual babysitting.
10-Minute Setup
No Docker configs, no GPU marketplace hunting, no SSH into remote machines. Click, pay, code.
Spot vs. Enterprise
How requests flow on spot versus a dedicated enterprise node — and how the spot proxy wakes your server when you need it.
How syndicAI Compares
Monthly cost for a 5-person squad of power developers burning ~1.5B tokens/month each.
Cursor Ultra
- Monthly cost
- ~$4,000–5,000+ total
- Model quality
- Frontier (proprietary)
- Rate limits
- ~500M tokens included, then pay-per-token
- Data privacy
- Third-party routing
- Setup effort
- None
Claude Max
- Monthly cost
- $1,000–$13,000+ (depends on overage)
- Model quality
- Frontier
- Rate limits
- Weekly uncached token budgets
- Data privacy
- Anthropic servers
- Setup effort
- None
Claude API (Sonnet)
- Monthly cost
- ~$20,000–21,000
- Model quality
- Frontier
- Rate limits
- None
- Data privacy
- Anthropic servers
- Setup effort
- Minimal
OpenRouter MiniMax M2.5
- Monthly cost
- ~$1,600–1,700
- Model quality
- Near-frontier
- Rate limits
- None
- Data privacy
- Third-party routing
- Setup effort
- Minimal
Own server (2× RTX PRO 6000 S)
- Monthly cost
- ~$600–1,200 + $18K upfront
- Model quality
- Your choice
- Rate limits
- None
- Data privacy
- Full control
- Setup effort
- Days to weeks
syndicAI Standard Recommended
- Monthly cost
- ~$139 max (pay-as-you-go)
- Model quality
- Near-frontier OSS
- Rate limits
- None, ever
- Data privacy
- Data stays on GPU node
- Setup effort
- Under 10 minutes
Built for Squads Who Code with AI All Day
Power-User Dev Squads
2–10 friends or collaborators already using agentic coding workflows. You've hit the rate limits. You've seen the API bills. You know there has to be a better way.
Small Dev Teams
3–30 engineers who want their own coding AI 'box' with team-level controls, usage visibility, and predictable costs.
Data-Conscious Teams
Teams that need to control where compute and code data live. Token data stays on your GPU node, never routed through a third party.
Stop Paying the Token Tax.
Your squad's AI coding server is 10 minutes away. Frontier-class models, shared infrastructure, split costs.