KAT-Coder-Pro V2.5 vs Llama Guard 4 12B

Price, context window & benchmark comparison

KAT-Coder-Pro V2.5

Kwaipilot

$0.74 / $2.96

Input / Output · per 1M tokens

Llama Guard 4 12B

Meta Llama

$0.18 / $0.18

Input / Output · per 1M tokens

Compare different models

Verdict: Llama Guard 4 12B is 7.2× cheaper than KAT-Coder-Pro V2.5 on a typical 3:1 input/output mix. KAT-Coder-Pro V2.5 has the larger context window (262K vs 164K).

	KAT-Coder-Pro V2.5	Llama Guard 4 12B
Input price / 1M	$0.74	$0.18
Output price / 1M	$2.96	$0.18
Blended price (3:1)	$1.29	$0.18
Cached input / 1M	$0.15	—
Context window	262K	164K
Max output	236K	16K
Intelligence index	—	—
Coding index	—	—
Providers	—	1
Best provider uptime (30m)	—	100.0%
Vision input	No	Yes
Reasoning	No	No
Tool calling	Yes	No
Released	2026-07-10	2025-04-30
Retirement	—	—

Cost calculator

Input tokens / requestOutput tokens / requestRequests / day

FAQ

Which is cheaper, KAT-Coder-Pro V2.5 or Llama Guard 4 12B?

Llama Guard 4 12B is 7.2× cheaper than KAT-Coder-Pro V2.5 on a typical 3:1 input/output mix.

KAT-Coder-Pro V2.5 vs Llama Guard 4 12B: which has a bigger context window?

KAT-Coder-Pro V2.5: 262,144 tokens. Llama Guard 4 12B: 163,840 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 Guard 4 12B ≈ $450.00.

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