Introducing LeemerGLM-106B-A22B — a next-generation intelligence engine designed for creators, engineers, analysts, and teams who demand instant reasoning, deep clarity, and native multimodality.
Most AI feels like waiting.
LeemerGLM-106B-A22B feels like thinking alongside you.
It processes complex questions, long documents, codebases, screenshots, and research tasks with exceptional speed and clarity — without slowing down as context grows.
No lag.
No noise.
Just insight.
The Standard
Today's real world requires:
LeemerGLM-106B-A22B is built for this new standard — a system capable of handling messy, multi-stage, multi-format work without breaking flow.
LeemerGLM isn't a single model—it's a Mixture-of-Experts system where specialized AI agents collaborate to solve your problem.
Step One
When you send a query, our router analyzes your request—keywords, intent, file types, and context—to identify the best 3 experts for the job.
User Query
"Design a secure API authentication system"
Router Selects
CODE_ARCH
Designs system architecture, component boundaries, scalability patterns
SECURITY_ENGINEER
Identifies threats, designs security controls, threat modeling
CODE_IMPL
Writes production-ready code, handles edge cases, implements patterns
Step Two
The 3 selected experts work simultaneously, each bringing their domain expertise. Each expert provides structured reasoning, confidence scores, and domain-specific insights.
Step Three
The GLM-4.1V-9B core cognitive engine receives all expert outputs, resolves disagreements, synthesizes insights, and produces a final, polished answer.
Expert Outputs
• Architecture: Microservices with API gateway
• Security: OAuth2 + JWT, rate limiting
• Implementation: Express.js + TypeScript
Final Answer
Comprehensive solution integrating architecture, security, and implementation with production-ready code...
Capabilities
Solves multi-step questions, analyzes structure, identifies hidden assumptions, and produces clear, stable answers even under heavy cognitive load.
Perfect for reports, textbooks, legal documents, research papers, full conversations, and large codebases.
Engineered for responsiveness with rapid generation speed (~250 tokens/sec), low-latency first token, and smooth long-form output.
Understands screenshots, diagrams, UI states, documents, charts/tables, and photos. It can explain, summarize, fix, critique, or reason based on visual information — naturally.
The system prioritizes factual accuracy, clarity, structured thinking, safe behavior, robust error handling, and transparency of uncertainty.
This is intelligence you can trust under pressure.
User Experience
"It feels like using a top-tier model — but without the lag."
"Handles spreadsheets, PDFs, screenshots, diagrams — effortlessly."
"It's the first model that actually helps you think."
"Fast enough to use all day. Smart enough to trust."
Use Cases
Ecosystem
LeemerGLM-106B-A22B powers:
It is the beating heart of Leemer's intelligence stack.
Powerful intelligence at a fraction of frontier model costs. Use it anywhere with a single API call.
Input Tokens
Incredibly affordable
Output Tokens
Even cheaper!
Generation Speed
Blazing fast
Up to 10x cheaper than GPT-4 class models with comparable quality and faster speeds.
Pricing Comparison
| Model | Input ($/1M) | Output ($/1M) | Savings vs. LeemerGLM |
|---|---|---|---|
| LeemerGLM-106B-A22B | $0.10 | $0.30 | — |
| Nemotron Nano 12B 2 VL | $0.20 | $0.60 | 50% cheaper |
| Qwen3 VL 8B Thinking | $0.18 | $2.10 | 65% cheaper |
| Qwen3 VL 235B A22B Thinking | $0.30 | $1.20 | 71% cheaper |
| GPT-5 Mini | $0.25 | $2.00 | 73% cheaper |
| GLM-4.5V | $0.48 | $1.44 | 79% cheaper |
| Gemma-3-27B | $0.07 | $0.50 | 40% cheaper output |
fetch("https://api.leemer.chat/v1/leemer-glm/chat/completions", {
method: "POST",
headers: {
"Content-Type": "application/json",
"Authorization": "Bearer YOUR_API_KEY"
},
body: JSON.stringify({
model: "leemerchat/leemer-glm",
messages: [
{ role: "user", content: "How do I redesign this onboarding flow?" }
],
stream: true // Streaming supported!
})
});Drop-in compatible with your favorite tools:
Early access for LeemerChat Pro members
Join thousands of creators, engineers, and teams already using LeemerGLM-106B-A22B to think faster and build smarter.
Start using LeemerGLM for free