KAT-Coder-Pro V2.5 vs Kimi K2.7 Code

KAT-Coder-Pro V2.5 at $0.851 in and $3.40 out and Kimi K2.7 Code at $0.805 in and $4.03 out — per million tokens, from the same wallet.

KAT-Coder-Pro V2.5

Kwaipilot

0.7¢

for a client proposal

$0.851 in · $3.40 out / 1M

256K context · released 1 month ago

Full page →

Kimi K2.7 Code

Moonshot AI

0.72¢

for a client proposal

$0.805 in · $4.03 out / 1M

262K context · released 2 months ago

Full page →

Asking all both at once — identical prompt, identical context — costs about 1.4¢ for a typical client proposal.

At a glance

Cheapest input: Kimi K2.7 Code at $0.805 per million tokens.
Cheapest output: KAT-Coder-Pro V2.5 at $3.40 per million tokens.
Largest context: Kimi K2.7 Code at 262K tokens — about 370 pages.

Cost per task

Estimated totals at the rates above. Solid bar is input, lighter bar is output.

Quick code fix

2K in · 500 out

KAT-Coder-Pro V2.5

0.34¢

Kimi K2.7 Code

0.36¢

Draft a client proposal from notes

5K in · 800 out

KAT-Coder-Pro V2.5

0.7¢

Kimi K2.7 Code

0.72¢

Context-heavy session (Alyph workspace)

155K in · 4K out

KAT-Coder-Pro V2.5

$0.15

Kimi K2.7 Code

$0.14

Analyze a 50-page legal contract

35K in · 1K out

KAT-Coder-Pro V2.5

3.3¢

Kimi K2.7 Code

3.2¢

Large architecture refactor

250K in · 3K out

KAT-Coder-Pro V2.5

$0.22

Kimi K2.7 Code

$0.21

Solid part of each bar is input tokens, the lighter part is output. Models that don’t fit a task are marked instead of priced.

Cost vs Token Amount

Drag the slider to adjust the split between input and output workload.

80% Input20% Output

KAT-Coder-Pro V2.5

Kimi K2.7 Code

Adjust the ratio slider to change how output tokens influence the final price for equivalent workloads.

Pricing

KAT-Coder-Pro V2.5

Kimi K2.7 Code

Input / 1M tokens

$0.851

$0.805

Output / 1M tokens

$3.40

$4.03

Cached input / 1M

$0.172

Specs

KAT-Coder-Pro V2.5

Kimi K2.7 Code

Provider

Kwaipilot

Moonshot AI

Released

1 month ago

2 months ago

Context window

256K

262K

Max output

80K

262K

Input

Text

Text and Images

Output

Text

Reasoning

Answers directly

Shows its thinking

Knowledge cutoff

—

Try it with real numbers

2K tokens in · 500 tokens out.

KAT-Coder-Pro V2.5

Kwaipilot

0.34¢

for this task

50% input · 50% output

Full pricing →

Kimi K2.7 Code

Moonshot AI

0.36¢

for this task

44% input · 56% output

Full pricing →

All 2, same prompt and context: 0.7¢. That is the entire cost of the comparison.

Your $5 welcome credit covers about 711 of these.

Which should you pick?

For long documents, Kimi K2.7 Code has the largest context window here — 262K tokens.

On price, KAT-Coder-Pro V2.5 is the cheapest of the two on a typical task, at about 0.7¢.

For images or files, Kimi K2.7 Code can read them directly; KAT-Coder-Pro V2.5 is text-only.

If you want to watch the model think, Kimi K2.7 Code shows reasoning; the other answers directly.

Or don’t pick. Send the identical prompt to all both, read the answers side by side, and keep the winner. How to run a fair bake-off →

KAT-Coder-Pro V2.5 pricing →Kimi K2.7 Code pricing →Add Lyria 3 Clip Preview Add Grok 4.20

Questions, answered

Which is cheaper, KAT-Coder-Pro V2.5 or Kimi K2.7 Code?

On a typical client proposal (5K tokens in, 800 out): KAT-Coder-Pro V2.5 at 0.7¢; Kimi K2.7 Code at 0.72¢. Long prompts can change the order when long-context rates apply.

Which has the largest context window?

Kimi K2.7 Code — 262K tokens, about 370 pages.

Can I run KAT-Coder-Pro V2.5 and Kimi K2.7 Code side by side on Alyph?

Yes — that is what Alyph is built for: the identical prompt with identical context to all 2, answers rendered side by side, billed from one wallet. This exact combination costs about 1.4¢ for a typical task.

Ask both at once

Identical prompt, identical context, answers side by side — about 1.4¢ for a typical client proposal. Free to start, with $5 of credit.