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KAT-Coder-Pro V1

kwaipilot·kwaipilot/kat-coder-pro-v1·GA·Closed·kat-coder series

Coding model for repository understanding, refactors, and agentic engineering tasks

At a glance
Reference price$0.30 / $1.20 per 1M
Cache read $0.06 · Vercel AI Gateway
Lowest paid$0.30 / $1.20
Vercel AI Gateway Cloud
Context256,000
Output limit32,000
Capabilities
ReasoningTool use? Structured outputTemperatureAttachments
Modalities
Text
Knowledge cutoff2024-10
Released / updated2025-11-09 / 2025-10-24

Quality & performanceArtificial Analysis · Intelligence Index v4.1

Intelligence28.9
Value55
Coding
Agentic
Output speed
TTFT
Value formulaIQ 28.9 ÷ min blended $0.525 = 55

Quality is independently evaluated by Artificial Analysis. Speed/latency are model-level medians.

Available at 1 providers1 with public prices

ProviderTierInputOutputCache readCache writeContextOutput limitStatus
Vercel AI GatewayCloud$0.30$1.20$0.06256,00032,000

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

1Vercel AI Gateway$91.20
The cheapest paid channel is the only channel.

Benchmark

No upstream benchmark data for this model. For quality, see the Artificial Analysis intelligence score above.

Reasoning control

Upstream provides no control info

1 / 1 providers expose no reasoning control (reasoning_options: []).

Related models

Price historyone sample accumulated per data sync

Input listOutput listMin blended
$1.20$02026-08-052026-08-132026-08-05 · 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 $0.302026-08-05 · 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 $1.202026-08-05 · 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 $0.525