GLM Autoroutev1.2.0

GLM-4.7 handles routine inquiries like order status checks and FAQs, providing quick, concise answers. For complex issues requiring analysis or multi-step troubleshooting, it escalates to GLM-5 via sessions_spawn to ensure accurate resolutions.

GLM-4.7 performs simple lookups for basic facts or file reads. For in-depth research tasks, such as market trend analysis, GLM-5 is spawned to conduct thorough investigations and output detailed reports while curating key insights to MEMORY.md.

GLM-4.7 manages lightweight tasks like checking logs or confirming statuses. All coding, debugging, and architectural planning are handled by GLM-5, which writes code to files and provides summaries, with full code disclosed only upon request.

GLM-4.7 conducts routine heartbeat checks and basic status confirmations. For critical incidents requiring analysis or complex problem-solving, GLM-5 is spawned to investigate and deliver comprehensive findings, ensuring reliable system oversight.

GLM-4.7 answers straightforward questions on topics like definitions or dates. For tasks involving reasoning, detailed explanations, or research, GLM-5 is used to provide in-depth responses and maintain curated knowledge in MEMORY.md.

Offer tiered plans based on usage: a basic tier for lightweight GLM-4.7 tasks and premium tiers for GLM-5 access with advanced features like coding and deep research. Revenue scales with user activity and model calls.

Charge per API call, with lower rates for GLM-4.7 and higher rates for GLM-5, incentivizing efficient routing. This model suits developers and businesses needing flexible, on-demand AI capabilities without long-term commitments.

Provide custom deployments with dedicated support, integrating GLM Autoroute into existing workflows for industries like finance or healthcare. Revenue comes from upfront licenses and ongoing maintenance fees for high-volume, secure usage.