Skip to content

Compare models

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

  1. DeepSeek V4.1 FlashDeepSeekRemove
  2. Nova Lite 1.0AmazonRemove
  3. Hy4 previewTencentRemove
  4. GLM 5.3 FlashZ.AIRemove

4 is the maximum. Remove one to add another.

deepseek-v4.1-flash vs nova-lite-v1 vs hy4-preview vs glm-5.3-flash
AttributeDeepSeek V4.1 Flashdeepseek-v4.1-flashNova Lite 1.0nova-lite-v1Hy4 previewhy4-previewGLM 5.3 Flashglm-5.3-flash
Pricing
Input$0.30 / 1M$0.18 / 1M$0.834 / 1M$0.075 / 1M
Output$1.20 / 1M$0.72 / 1M$2.50 / 1M$0.25 / 1M
Cache Write (5m)$0.30 / 1M$0.18 / 1M$0.834 / 1M$0.075 / 1M
Cache Write (1h)$0.30 / 1M$0.18 / 1M$0.834 / 1M$0.075 / 1M
Cache Read$0.30 / 1M$0.18 / 1M$0.834 / 1M$0.075 / 1M
Web Search$0 / 1M$0 / 1M$0 / 1M$0 / 1M
Context
Max context1M300K1M1M
Max outputN/AN/AN/AN/A
Capabilities
VisionYesNoYesYes
Function CallingYesNoYesYes
JSON ModeYesNoYesYes
StreamingYesNoYesYes
Catalogue
ProviderDeepSeekAmazonTencentZ.AI
Categorychatchatchatchat
Charge typePay As You GoPay As You GoPay As You GoPay As You Go
Released
Description
SummaryDeepSeek V4.1 Flash is a cost-efficient sparse Mixture-of-Experts (MoE) model in DeepSeek's V4.1 family, optimized for coding, reasoning, and agentic workflows. Despite its efficiency-focused positioning, DeepSeek reports that it surpasses the previous V4 Pro in performance, inference speed, and overall task completion time. The model is particularly strong at long-horizon, multi-step execution, making it well suited for coding agents, complex problem solving, and autonomous workflows that must reliably carry tasks through to completion.Tencent Hy4 Preview is a Mixture-of-Experts (MoE) model from Tencent, featuring 770B total parameters with 49B activated per token. It is designed for coding agents, complex tool-driven workflows, and professional productivity tasks that require strong planning and reliable execution. Optimized for context continuity and sustained multi-step work, Hy4 Preview is well suited for long-horizon coding, agentic automation, tool orchestration, and complex real-world workflows.GLM-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.