How much does KAT-Coder-Pro V2.5 cost per million tokens?

KAT-Coder-Pro V2.5 costs $0.74 per million input tokens and $2.96 per million output tokens at list price, and $0.15 per million cached input tokens.

What is the context window of KAT-Coder-Pro V2.5?

KAT-Coder-Pro V2.5 accepts up to 262,144 tokens of context and returns up to 235,929 output tokens.

How much do 1,000 chat messages cost with KAT-Coder-Pro V2.5?

About $2.22, assuming 1,000 input + 500 output tokens per message.

Is there a cheaper alternative to KAT-Coder-Pro V2.5?

In the same price range, OpenAI GPT-6 Luna Pro ($0.1 / $0.5), OpenAI GPT-6 Luna ($0.1 / $0.5), Qwen Qwen3.8 Omni Flash ($0.15 / $0.47) cost less per token. Quality differs: test on your own prompts.

Where can I buy Kwaipilot API credits for less?

Discount credit books resell OpenRouter usage below face value within their depth, OpenRouter adds a 5.5% card fee, and Kwaipilot sells its own credits at face value. The live table on this page ranks them for $100 of usage.

Kwaipilot · live price

KAT-Coder-Pro V2.5 API pricing

KAT-Coder-Pro V2.5 is a flagship-level Agentic Coding model that can directly hand over an entire issue or an entire business workflow to it, allowing it to autonomously locate and make...

Mid-range ($1–5 per 1M)Tool calling

Input: $0.74; per 1M tokens
Output: $2.96; per 1M tokens
Cached input: $0.15; per 1M tokens
Context: 262K; 236K max output

List price from OpenRouter, which passes Kwaipilot's price through without markup. Refreshed hourly. Released July 10, 2026. Model id kwaipilot/kat-coder-pro-v2.5.

What KAT-Coder-Pro V2.5 costs in practice

At list price, before any batch or caching discount.

1,000 chat messages

$2.22

1,000 input + 500 output tokens each

1,000 RAG questions

$7.40

8,000 input + 500 output tokens each

100 coding-agent steps

$2.81

30,000 input + 2,000 output tokens each, no caching

KAT-Coder-Pro V2.5 price history

No price change since we started tracking on 2026-10-01. We record prices daily; changes will show here.

KAT-Coder-Pro V2.5 price by host

One host serves this model through OpenRouter.

AtlasCloud$0.74 in · $2.96 out · 262K ctx

Where to buy Kwaipilot credits for less

KAT-Coder-Pro V2.5 costs the same per token everywhere it's sold through OpenRouter. What changes is the price of the credits. Live quotes for $100 of usage:

#	Where you buy	You payYou pay for $100.00 of usage	vs list price	Price source
1	OrbioCardCheapest right now Credits from a discount book, plus a 5% platform fee and card processing, both included in the quote.	$85.10 incl. $2.60 card processing	-14.9%	live quote
2	smaaartCard Credits from a discount book, plus a 5% platform fee on face value. Card processing and taxes shown at checkout.	$95.00 + card processing and tax at checkout (not in this number)	-5.0%	live quote
3	Direct from the labCard Prepaid credits at face value (OpenAI, Anthropic, Google…). Taxes may apply.	$100.00 no top-up fee	list price	face value
4	OpenRouterCrypto 5% on crypto purchases. No markup on model prices.	$105.00 fees included	+5.0%	published fee
5	OpenRouterCard 5.5% on card purchases, $0.80 minimum. No markup on model prices.	$105.50 fees included	+5.5%	published fee

Disclosure: this site is run by the team behind smaaart, one of the options compared. Tables are ranked by price only, from live quotes and published fees, including when smaaart isn't first. How we compare

KAT-Coder-Pro V2.5 cost calculator

Enter your monthly tokens to price your own usage.

Model$0.74 in / $2.96 out per 1M tokens · list price, liveInput tokens / month (millions)Output tokens / month (millions)

Usage at list price$66.60/ month(quotes below are for $67.00: purchases run from $5.00 to $10,000.00)

Cheaper alternatives to KAT-Coder-Pro V2.5

Other labs' models in the same price range or the one below, cheaper per token.

Model	Input / 1M	Output / 1M	Blended 3:1	Context
OpenAI: GPT-6 Luna Pro	$0.1	$0.5	$0.2	1.1M
OpenAI: GPT-6 Luna	$0.1	$0.5	$0.2	1.1M
Qwen: Qwen3.8 Omni Flash	$0.15	$0.47	$0.23	1M
Z.ai: GLM 5.3 FlashX	$0.37	$1.25	$0.59	1.0M
DeepSeek: DeepSeek V4.1 Flash	$0.03	$0.5	$0.147	1.0M
Qwen: Qwen3.8 Flash	$0.15	$0.47	$0.23	1M