KAT-Coder-Pro V2.5 vs Qwen3.8 Omni Flash

Price, context window & benchmark comparison

KAT-Coder-Pro V2.5

Kwaipilot

$0.74 / $2.96

Input / Output · per 1M tokens

Qwen3.8 Omni Flash

Qwen (Alibaba)

$0.15 / $0.47

Input / Output · per 1M tokens

Compare different models

Verdict: Qwen3.8 Omni Flash is 5.6× cheaper than KAT-Coder-Pro V2.5 on a typical 3:1 input/output mix. Qwen3.8 Omni Flash has the larger context window (1M vs 262K).

	KAT-Coder-Pro V2.5	Qwen3.8 Omni Flash
Input price / 1M	$0.74	$0.15
Output price / 1M	$2.96	$0.47
Blended price (3:1)	$1.29	$0.23
Cached input / 1M	$0.15	$0.016
Context window	262K	1M
Max output	236K	131K
Intelligence index	—	—
Coding index	—	—
Providers	—	1
Best provider uptime (30m)	—	100.0%
Vision input	No	Yes
Reasoning	No	Yes
Tool calling	Yes	Yes
Released	2026-07-10	2026-09-21
Retirement	—	—

Cost calculator

Input tokens / requestOutput tokens / requestRequests / day

FAQ

Which is cheaper, KAT-Coder-Pro V2.5 or Qwen3.8 Omni Flash?

Qwen3.8 Omni Flash is 5.6× cheaper than KAT-Coder-Pro V2.5 on a typical 3:1 input/output mix.

KAT-Coder-Pro V2.5 vs Qwen3.8 Omni Flash: which has a bigger context window?

KAT-Coder-Pro V2.5: 262,144 tokens. Qwen3.8 Omni Flash: 1,000,000 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: KAT-Coder-Pro V2.5 ≈ $2,960, Qwen3.8 Omni Flash ≈ $535.00.

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