Model comparison

Kimi K2.7 Code vs Mercury 2.5

Pricing, context window and real answers (October 2026)

Kimi K2.7 Code (Moonshot) and Mercury 2.5 (Inception), compared as you can actually call them on FastMetal. Both are served from the same OpenAI-compatible endpoint and API key; switching is a change to the model string.

Specs and pricing

moonshotai logoKimi K2.7 CodeMercury 2.5
ProviderMoonshotInception
Input (per 1M tokens)$0.3505$0.044
Output (per 1M tokens)$3.38$0.165
Typical cost (1,000 in + 500 out tokens × 1,000 calls)$2.04$0.1265
Context window262,144 tokens260,000 tokens
Release date6/12/20269/8/2026
Input modalitiestext, imagetext
Throughput (p50)114 tokens/s (n=26)—
Arena · overallUnrankedUnranked
Arena · JapaneseUnrankedUnranked
Arena · codingUnrankedUnranked

Prices are FastMetal's rates, before tax.

Rankings: LMArena leaderboard dataset (lmarena-ai/leaderboard-dataset), CC BY 4.0, snapshot 2026-10-22; category names mapped and ratings rounded by FastMetal.

Which should you pick?

  • On price, Mercury 2.5: $0.165 per 1M output tokens, 95% less than Kimi K2.7 Code.
  • For long documents, Kimi K2.7 Code: a 262,144-token context window against 260,000 for Mercury 2.5.
  • If in doubt, try both on the same key. Switching is a change to the model string, and each is billed at its own rate.

Frequently asked questions

Which is cheaper, Kimi K2.7 Code or Mercury 2.5?
Per 1M output tokens, Kimi K2.7 Code is $3.38 and Mercury 2.5 is $0.165 on FastMetal (US dollars, before tax), so Mercury 2.5 is cheaper.
How do the context windows of Kimi K2.7 Code and Mercury 2.5 compare?
Kimi K2.7 Code takes 262,144 tokens; Mercury 2.5 takes 260,000.
Can I use Kimi K2.7 Code and Mercury 2.5 with the same API key?
Yes. On FastMetal's OpenAI-compatible endpoint, switch by passing "japan-kimi-k2.7-code" or "mercury-2.5" as the model. Each is billed at its own rate from the same prepaid balance.

Try both on one API key

Create an account and add credit to call Kimi K2.7 Code and Mercury 2.5 from the browser chat and the API. No monthly fee.

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