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  1. GLM 5.3 FlashZ.AIRemove
  2. inklingThinkingMachinesRemove
glm-5.3-flash vs inkling
AttributeGLM 5.3 Flashglm-5.3-flashinklinginkling
Pricing
Input$0.075 / 1M$0 / 1M
Output$0.25 / 1M$0 / 1M
Cache Write (5m)$0.075 / 1M
Cache Write (1h)$0.075 / 1M
Cache Read$0.075 / 1M$0 / 1M
Web Search$0 / 1M
Cache Write$0 / 1M
Context
Max context1M1M
Max outputN/AN/A
Capabilities
VisionYesYes
Function CallingYesYes
JSON ModeYesYes
StreamingYesYes
Catalogue
ProviderZ.AIThinkingMachines
Categorychatchat
Charge typePay As You GoFree
Released
Description
SummaryGLM-5.3-Flash is Z.AI's efficient native multimodal model, designed for coding and long-horizon agentic workflows. It combines strong multimodal capabilities with an architecture optimized for responsive, cost-efficient task execution. Built on a hybrid sparse and linear attention architecture, GLM-5.3-Flash maintains accurate long-context behavior while reducing computational overhead, making it well suited for coding agents, extended multi-step tasks, and scalable production workloads.Inkling is a general-purpose multimodal autoregressive transformer model from Thinking Machines Lab, supporting text, image, and audio inputs with text output. It is designed for a wide range of applications, including reasoning, coding, multilingual understanding, and multimodal interaction. Optimized for agentic workflows, tool use, coding assistants, chatbots, retrieval-augmented generation (RAG), and instruction following, Inkling provides a versatile foundation for production AI systems requiring robust language and multimodal capabilities.