Kwaipilot: KAT-Coder-Pro V2

Public pricingIntelligence 79/100Large memoryTool use

Kwaipilot: KAT-Coder-Pro V2 is a text model for coding, software engineering, and agent workflows. It combines strong coding performance and reliable tool use and agent behavior with a 256K tokens context window and a low-cost profile. Use it for coding, software engineering, and agent workflows when quality, speed, and cost matters.

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?

Compare KAT-Coder-Pro V2 against 100+ other models.

Open the full wizard — pick a use case, set your usage, and see side-by-side monthly costs in under a minute.

Open the comparison wizard