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Kat Coder Pro

kwaipilot·kwaipilot/kat-coder-pro·GA·Open weights·kat-coder series
Coding model for repository understanding, refactors, and agentic engineering tasks

Kat Coder Pro by kwaipilot is offered by 2 providers on this page. Its reference price is $0.30 per 1M input tokens and $1.20 per 1M output tokens.

The context window is 256,000 tokens, with an output limit of 256,000 tokens. It supports tool use and structured output. The weights are open, so it can also be self-hosted or served through a gateway of your choice. Providers report the capability flags inconsistently, so verify a specific feature against the host you plan to use.

Specs & pricing

Input / output per 1M tokens
Reference price·Requesty
$0.30 / $1.20
Blended $0.525 · Cache read —
Lowest paid·NovitaAIGateway
$0.30 / $1.20
Blended $0.525 · 1× spread
Context
256,000
Output limit
256,000
Knowledge cutoff
—
Released / updated
2026-01-05 / 2026-03-27
Capabilities
Reasoning✓ Tool use✓ Structured output✓ TemperatureAttachments
⚠ Providers report capability flags inconsistently
Modalities
Text

Available at 2 providers2 with public prices

ProviderTierInputOutputCache readCache writeContextOutput limitStatus
NovitaAIGateway$0.30$1.20$0.06—256,000128,000
RequestyGateway$0.30$1.20——256,000256,000

Sorted by blended price (input×0.75 + output×0.25) asc. The official channel always shows regardless of rank. Whether a gateway's low price is actually usable can't be verified.

Your usage cost

1NovitaAI$91.20
2Requesty$120.00
The cheapest paid channel is the only channel.

Related models

kwKat Coder Pro V2.5same series$0.74 / $2.96kwKat Coder Air V2.5same series$0.15 / $0.60kwKat Coder Pro V2same series$0.30 / $1.20Qwen3-Next 80B-A3B Instructcheaper alternative$0.144 / $0.574Llama-3.1-8B-Instructcheaper alternative$0.15 / $0.45Qwen3 Coder Flashcheaper alternative$0.144 / $0.574Llama 3.2 3B Instructcheaper alternative$0.10 / $0.335

Price historyone sample accumulated per data sync

Input listOutput listMin blended
$1.20$02026-08-052026-08-282026-08-05 · Input list $0.302026-08-06 · Input list $0.302026-08-07 · Input list $0.302026-08-08 · Input list $0.302026-08-09 · Input list $0.302026-08-10 · Input list $0.302026-08-11 · Input list $0.302026-08-12 · Input list $0.302026-08-13 · Input list $0.302026-08-21 · Input list $0.302026-08-28 · Input list $0.302026-08-05 · Output list $1.202026-08-06 · Output list $1.202026-08-07 · Output list $1.202026-08-08 · Output list $1.202026-08-09 · Output list $1.202026-08-10 · Output list $1.202026-08-11 · Output list $1.202026-08-12 · Output list $1.202026-08-13 · Output list $1.202026-08-21 · Output list $1.202026-08-28 · Output list $1.202026-08-05 · Min blended $0.5252026-08-06 · Min blended $0.5252026-08-07 · Min blended $0.5252026-08-08 · Min blended $0.5252026-08-09 · Min blended $0.5252026-08-10 · Min blended $0.5252026-08-11 · Min blended $0.5252026-08-12 · Min blended $0.5252026-08-13 · Min blended $0.5252026-08-21 · Min blended $0.4722026-08-28 · Min blended $0.525
Data partly from models.dev (MIT) · Requesty official docs ↗