Model comparison

GPT-6.1 Sol vs Kimi K2.7 Code

Pricing, context window and real answers (September 2026)

GPT-6.1 Sol (OpenAI) and Kimi K2.7 Code (Moonshot), 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

openai logoGPT-6.1 Solmoonshotai logoKimi K2.7 Code
ProviderOpenAIMoonshot
Input (per 1M tokens)¥357.4¥55
Output (per 1M tokens)¥1,787¥530
Typical cost (1,000 in + 500 out tokens × 1,000 calls)¥1,251¥320
Context window1,050,000 tokens262,144 tokens
Release date9/29/20266/12/2026
Input modalitiesfile, image, texttext, image
Throughput (p50)—142 tokens/s (n=16)
Arena · overallUnrankedUnranked
Arena · JapaneseUnrankedUnranked
Arena · codingUnrankedUnranked

Prices are FastMetal's yen rates before tax.

Rankings: LMArena leaderboard dataset (lmarena-ai/leaderboard-dataset), CC BY 4.0, snapshot 2026-09-25; category names mapped and ratings rounded by FastMetal.

Which should you pick?

  • On price, Kimi K2.7 Code: ¥530 per 1M output tokens, 70% less than GPT-6.1 Sol.
  • For long documents, GPT-6.1 Sol: a 1,050,000-token context window against 262,144 for Kimi K2.7 Code.
  • 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, GPT-6.1 Sol or Kimi K2.7 Code?
Per 1M output tokens, GPT-6.1 Sol is ¥1,787 and Kimi K2.7 Code is ¥530 on FastMetal (yen, before tax), so Kimi K2.7 Code is cheaper.
How do the context windows of GPT-6.1 Sol and Kimi K2.7 Code compare?
GPT-6.1 Sol takes 1,050,000 tokens; Kimi K2.7 Code takes 262,144.
Can I use GPT-6.1 Sol and Kimi K2.7 Code with the same API key?
Yes. On FastMetal's OpenAI-compatible endpoint, switch by passing "gpt-6.1-sol" or "japan-kimi-k2.7-code" 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 GPT-6.1 Sol and Kimi K2.7 Code from the browser chat and the API. No monthly fee.

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