KAT-Coder-Pro V2.5 vs Llama 4 Scout

Price, context window & benchmark comparison

KAT-Coder-Pro V2.5

Kwaipilot

$0.74 / $2.96

Input / Output · per 1M tokens

Llama 4 Scout

Meta Llama

$0.10 / $0.30

Input / Output · per 1M tokens

Compare different models

Verdict: Llama 4 Scout is 8.6× cheaper than KAT-Coder-Pro V2.5 on a typical 3:1 input/output mix. Llama 4 Scout has the larger context window (1.3M vs 262K).

	KAT-Coder-Pro V2.5	Llama 4 Scout
Input price / 1M	$0.74	$0.10
Output price / 1M	$2.96	$0.30
Blended price (3:1)	$1.29	$0.15
Cached input / 1M	$0.15	—
Context window	262K	1.3M
Max output	236K	16K
Intelligence index	—	—
Coding index	—	8.2
Providers	—	3
Best provider uptime (30m)	—	99.9%
Vision input	No	Yes
Reasoning	No	No
Tool calling	Yes	Yes
Released	2026-07-10	2025-04-05
Retirement	—	—

Cost calculator

Input tokens / requestOutput tokens / requestRequests / day

FAQ

Which is cheaper, KAT-Coder-Pro V2.5 or Llama 4 Scout?

Llama 4 Scout is 8.6× cheaper than KAT-Coder-Pro V2.5 on a typical 3:1 input/output mix.

KAT-Coder-Pro V2.5 vs Llama 4 Scout: which has a bigger context window?

KAT-Coder-Pro V2.5: 262,144 tokens. Llama 4 Scout: 1,310,720 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: KAT-Coder-Pro V2.5 ≈ $2,960, Llama 4 Scout ≈ $350.00.

KAT-Coder-Pro V2.5 vs Llama 4 Scout

KAT-Coder-Pro V2.5

Llama 4 Scout

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