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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. Kimi K3.1 ProMoonShot AIRemove
  2. GPT Image 2OpenAIRemove
kimi-k3.1-pro vs gpt-image-2
AttributeKimi K3.1 Prokimi-k3.1-proGPT Image 2gpt-image-2
Pricing
Input$2.00 / 1M—
Output$10.00 / 1M—
Cache Write (5m)$2.00 / 1MNot applicable
Cache Write (1h)$2.00 / 1MNot applicable
Cache Read$2.00 / 1MNot applicable
Web Search$0 / 1M—
Request—$0.04 / request
Billing—Pay Per Request
Context
Max context1M272K
Max outputN/AN/A
Capabilities
VisionYesYes
Function CallingYesNo
JSON ModeYesNo
StreamingYesNo
Catalogue
ProviderMoonShot AIOpenAI
Categorychatimage
Charge typePay As You GoPay Per Request
Released——
Description
SummaryKimi K3.1 Pro is Moonshot AI's flagship open-weight multimodal reasoning model, building on Kimi K3 with enhanced post-training for advanced reasoning and autonomous task execution. It features a 1M-token context window and native image and video understanding, enabling complex, long-context multimodal workflows. Optimized for long-horizon coding, 3D creation, financial research, and end-to-end agentic knowledge work, Kimi K3.1 Pro is well suited for autonomous software engineering, multimodal analysis, and complex professional workflows that require sustained reasoning and reliable execution.GPT Image 2 combines OpenAI's GPT-5.4 with advanced image generation capabilities from GPT Image 2, enabling fully integrated multimodal workflows. It allows users to seamlessly transition between reasoning, coding, and visual generation within a single interaction, making it well suited for creative, development, and agent-driven applications that require both intelligence and visual output.