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ModelStack
AI Cost Optimization

Cut your AI costs
by 30–50%.

ModelStack automatically routes each request to the cheapest model that meets your quality bar. Drop-in replacement for OpenAI. No code changes required.

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check_circle99.99% Uptime
bolt<15ms Latency
savingsAvg. 43% savings
60%

of AI requests can be handled by cheaper models without quality loss

$800+

wasted per month by developers over-provisioning on premium models

43%

average savings for ModelStack users in their first month

You're probably paying for Claude Opus or GPT-4o on every request. Most of them don't need it. ModelStack fixes that automatically.

Core Feature

Meet ModelStacks

Build a stack of models. We route each request to the right one — automatically, based on complexity and cost. Simple queries go to cheap models. Complex ones go to powerful ones. You pay only for what each request actually needs.

auto_awesome
Auto-routing
ML picks the cheapest model that meets your quality bar for each request
sync
Automatic fallback
If a model is down or rate-limited, requests automatically failover to the next
code
Zero code changes
Change your base URL. That's it. Your existing OpenAI or Anthropic code works as-is
account_treemy-coding-stackAUTO-ROUTING
1claude-haiku-4-5$0.25/M
2gpt-4o-mini$0.15/M
3claude-sonnet-4-5$3.00/M
4gpt-4o$2.50/M
Blended cost~$0.40/M avg

Every Model in Your Stack

40+ models — all at official rates

No markup. We just optimize which model handles your request.

Claude
Claude
Anthropic
OpenAI
GPT / o-series
OpenAI
Gemini
Gemini
Google
DeepSeek
DeepSeek
DeepSeek
MoonshotAI
Kimi
Moonshot
Grok
Grok
xAI
Qwen
Qwen
Alibaba
Minimax
MiniMax
MiniMax
Z.ai
ChatGLM
Zhipu

How It Works

Three steps to start saving

Zero configuration. No changes to your existing code.

account_tree
1. Create a ModelStack

Add your preferred models to a stack. Set priorities and routing mode (auto or round-robin).

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2. Change your base URL

Point your OpenAI SDK to ModelStack. Keep your existing code — same params, same format.

savings
3. We optimize the rest

Auto-routing kicks in instantly. Watch your costs drop with real-time savings analytics.

OpenAI & Anthropic compatible API

Works with your existing tools

CursorCursor
OpenCodeOpenCode
Claude CodeClaude Code
WindsurfWindsurf
ContinueContinue
ClineCline
Roo CodeRoo Code
AiderAider
ZedZed
Amp CodeAmp Code
DroidsDroids
CodexCodex
Gemini CLIGemini CLI
bash — curl
1curl -X POST https://api.modelstack.cc/v1/chat/completions \
2-H "Content-Type: application/json" \
3-H "Authorization: Bearer $MODELSTACK_API_KEY" \
4-d {
5"model": "my-coding-stack",
6"messages": [{ "role": "user", "content": "Hello world!" }]
7}
8_
SDKs: Python, Node, Go

Integration Made Simple

Drop-in replacement for OpenAI SDKs. Change the base URL and point to your ModelStack. Auto-routing starts immediately — no refactoring required.

View API Docs

Trusted by Teams

What our users say

Join hundreds of teams saving on AI costs with ModelStack.

starstarstarstarstar

"ModelStack cut our AI costs by 45% in the first month. The auto-routing is seamless."

Sarah Chen
CTO at TechStartup Inc
starstarstarstarstar

"Drop-in replacement for OpenAI. No code changes needed. We were live in 15 minutes."

Marcus Johnson
Engineering Lead at DataFlow Systems
starstarstarstarstar

"The intelligent routing means we get better performance at lower costs. Best decision we made."

Elena Rodriguez
Product Manager at AI Solutions Co
View Docs