LLM Reference

KAT Models by Kwaipilot

KwaipilotProprietary
5 models2025–2026Up to 256k ctxFrom $0.03/1M input

Details

ResearcherKwaipilot
LicenseProprietary
Commercial useCommercial use: conditional
Models5
Released2025–2026
Max context256k

Capabilities

Function Calling2 of 5 models
Tool Use2 of 5 models
Structured Outputs1 of 5 models
Code Execution1 of 5 models

About

The KAT (Kwai AutoThink) family of models from Kwaipilot (Kuaishou's AI-for-SE division), including open-source agentic coding models (KAT-Dev series) and proprietary high-performance coding models (KAT-Coder-Pro series).

Current Variants

Use-when guidance is based on each model's tracked capabilities, context window, release date, and replacement status.

5 in view

Use when the workload needs code, 256k context, and tool use.

2026-03code256k contexttool use

Use when the workload needs code and 32B parameters.

2025-10code32B parameters

Use when the workload needs code and 72B parameters.

2025-10code72B parameters
KAT CoderCurrent

Use when the workload needs code and 256k context.

2025-09code256k context

Use when the workload needs code, 256k context, and tool use.

2025-09code256k contexttool use

Release Timeline

3 release groups
2026-03
1 current
KAT Coder Pro V2
code256k contexttool use
Current
2025-10
2 current
KAT Dev 32B
code32B parameters
Current
KAT Dev 72B Exp
code72B parameters
Current
2025-09
2 current
KAT Coder
code256k context
Current
KAT Coder Pro V1
code256k contexttool use
Current

Specifications(5 models)

KAT model specifications comparison
ModelReleasedContextParametersFn CallingTool UseStructured OutputsCode Exec
KAT Coder Pro V22026-03256kYesYesYesYes
KAT Dev 32B2025-1032BNoNoNoNo
KAT Dev 72B Exp2025-1072BNoNoNoNo
KAT Coder2025-09256kNoNoNoNo
KAT Coder Pro V12025-09256kYesYesNoNo

Pricing

KAT model pricing by provider
ModelProviderInput / 1MOutput / 1MType
KAT Coder Pro V1Vercel AI Gateway$0.03$1.2Serverless
KAT Coder Pro V2OpenRouter$0.3$1.2Serverless
KAT Coder Pro V2Vercel AI Gateway$0.3$1.2Serverless
KAT Coder Pro V2Novita AI$0.3$1.2Serverless
KAT CoderFireworks AI$0.9$0.9Serverless
KAT Dev 32BFireworks AI$0.9$0.9Serverless
KAT Dev 72B ExpFireworks AI$0.9$0.9Serverless

Frequently Asked Questions

What is KAT used for?
KAT is used for code, agent workflows and tool use, and structured outputs. The family description and listed model capabilities point to those workloads as the best fit.
How does KAT compare to Claude 3?
KAT by Kwaipilot is strongest where you need code, while Claude 3 by Anthropic is the closest related family to check for vision and multimodal work. KAT has 5 listed variants and reaches up to 256k context, while Claude 3 reaches up to 200k context, so compare the specs and pricing tables before choosing a production model.
Which KAT model should I use?
For the lowest listed input price, start with KAT Coder Pro V1 through Vercel AI Gateway at $0.03/1M input tokens. For the most capable/latest local choice, evaluate KAT Coder Pro V2 with 256k context and tool use, function calling, and structured outputs.