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Put up to 4 models beside each other — token prices, context windows, capabilities and provider, from the same catalogue the model pages read.

  1. GLM 5.3 FlashZ.AIRemove
  2. Codestral 2508Mistral AIRemove
glm-5.3-flash vs codestral-2508
AttributeGLM 5.3 Flashglm-5.3-flashCodestral 2508codestral-2508
Pricing
Input$0.075 / 1M$0.45 / 1M
Output$0.25 / 1M$1.35 / 1M
Cache Write (5m)$0.075 / 1M$0.45 / 1M
Cache Write (1h)$0.075 / 1M$0.45 / 1M
Cache Read$0.075 / 1M$0.45 / 1M
Web Search$0 / 1M$0 / 1M
Context
Max context1M256K
Max outputN/AN/A
Capabilities
VisionYesNo
Function CallingYesYes
JSON ModeYesYes
StreamingYesYes
Catalogue
ProviderZ.AIMistral AI
Categorychatchat
Charge typePay As You GoPay As You Go
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.Codestral is Mistral's cutting-edge language model for coding, released in late July 2025. It is purpose-built for low-latency, high-frequency developer workflows, excelling at tasks such as fill-in-the-middle (FIM) code completion, code correction, and test generation. Optimized for responsiveness and precision, Codestral is well suited for real-time coding assistance, IDE integration, and automated development pipelines where speed and accuracy are critical.