Kwaipilot: KAT-Coder-Pro V2

Public pricingIntelligence 79/100Large memoryOutils

Kwaipilot: KAT-Coder-Pro V2 est un modèle texte conçu pour codage, génie logiciel et workflows agentiques. Il associe de bonnes performances en codage et une utilisation fiable des outils et des agents, un contexte de 256K tokens et un profil à faible coût pour un travail fiable sur codage, génie logiciel et workflows agentiques.

Input

$0.30/1M

Output

$1.20/1M

Cached

$0.06/1M

Batch

$0.15/1M

Calculate your KAT-Coder-Pro V2 bill.

Set your workload — see cost at your exact volume.

What would KAT-Coder-Pro V2 cost you?

Adjust the workload to see your monthly bill.

1,00010,00050,000250,0001M10M

Technical specifications

KAT-Coder-Pro V2 at a glance.

Memory

256,000

tokens

Max reply

80,000

tokens

Memory tier

Large

an entire book or large codebase

Tokenizer

—

Released

Feb 2026

Training cutoff

Oct 2025

Availability

Public pricing

Status

active

Benchmarks

Quality benchmarks

Independent evaluations from public leaderboards. Higher is better.

  • swe_bench_verified

    73.4

What it can do

Capabilities & limits.

  • Understands images
  • Deep step-by-step thinking
  • Uses tools / calls functions
  • Strict JSON output
  • Streams replies
  • Fine-tunable on your data

When to pick KAT-Coder-Pro V2

  • Agentic workflows that call tools or APIs.
  • Long documents, full codebases, or extensive chat histories.
  • High-volume workloads where unit cost matters.
  • Code generation, review, or refactoring.

When to look elsewhere

  • Your workload involves images — pick a vision-capable model instead.

Alternatives

Similar models to compare.

FAQ

KAT-Coder-Pro V2 — the questions we see most.

Pricing, capabilities, alternatives — generated from the same data that powers the calculator above.

Get instant answers from our AI agent

At a typical workload of 50,000 conversations a month with 1,500-token prompts and 800-token replies, KAT-Coder-Pro V2 costs roughly $71 per month. Input is $0.30 /1M tokens and output is $1.20 /1M tokens.
KAT-Coder-Pro V2 has a 256,000-token context window (large memory — an entire book or large codebase). That means you can fit about 48,000 words of input and history in a single call.
Beyond text generation, KAT-Coder-Pro V2 supports calling functions / tools, strict JSON output. It streams replies by default.
KAT-Coder-Pro V2 was released in February 2026, with training data cut off around October 2025.
Models in a similar class include Gemini 2.5 Flash, Codestral 2508, Claude 3 Haiku. The "Similar models" section below this FAQ links into each.

Still unsure?

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