Makora
Makora is a full-stack inference optimization platform that automatically applies specialized agents across the model, kernel, and orchestration layers to accelerate LLM serving without code changes. The platform supports frontier models including Kimi K2.6, GLM 5.1, and Deepseek v4, delivering up to 5× throughput uplift. Users access the service via pay-as-you-go text and image generation APIs, with tiered subscription plans starting at $20/month.
- Artificial Intelligence
- Developer Tools
- Software Only
Funding
Founders
Founder details are not available yet.
Product
Problem
Modern LLM serving requires significant engineering effort to achieve cost-efficient, low-latency inference, as performance bottlenecks exist across multiple layers of the stack. Teams often spend extensive time hand-tuning kernels, batching strategies, and infrastructure configurations, while still failing to reach optimal hardware utilization and throughput.
Solution
Makora delivers a full-stack inference optimization platform that automatically applies specialized agents across the model, kernel, and orchestration layers to accelerate serving without code changes. The platform supports frontier models such as Kimi K2.6, GLM 5.1, and Deepseek v4, improving throughput by up to 5× while reducing cost and latency. Users access the service via pay-as-you-go text and image generation APIs, with tiered subscription plans for continuous usage and enterprise options for dedicated instances or on-prem deployment on customer hardware.
Target Audience
Primary customers are software developers, AI engineering teams, and enterprises running LLM workloads that need faster, cheaper inference without rewriting serving code, including those requiring dedicated or on-premises deployments with custom hardware.
Features
- Specialized optimization agents operating at multiple inference stack layers for end-to-end performance gains up to 5× throughput uplift
- No-code integration supporting frontier models including Kimi K2.6, GLM 5.1, Deepseek v4, and custom fine-tuned weights
- Pay-as-you-go text generation API priced at $0.09/M input tokens, $0.20/M output tokens, and $0.02/M cached read tokens
- Image/text-to-text API priced at $2.55/M input tokens and $12.75/M output tokens
- Custom engineering engagements for private model serving, on-prem deployment, and production-grade RL environments on customer-chosen silicon
- Subscription plans ($20/month Starter and $200/month Developer) with overflow into pay-as-you-go upon quota exhaustion