Rankings by use case

Best LLM APIs for instruction following (October 2026)

The models rated highest at following detailed instructions and formats, restricted to what FastMetal serves today.

Ranked by ELO on the public arena's Instruction Following board, restricted to models FastMetal serves. The order updates with the leaderboard.

Rankings: LMArena leaderboard dataset (lmarena-ai/leaderboard-dataset), CC BY 4.0, snapshot 2026-10-08; category names mapped and ratings rounded by FastMetal.

Links
1Claude Opus 5.5anthropic logoAnthropic#2 · 1,519$4.22$21.101,000,000DetailsCompare
2Claude Opus 5anthropic logoAnthropic#2 · 1,519$5.28$26.381,000,000DetailsCompare
3Claude Fable 5anthropic logoAnthropic#4 · 1,509$10.55$52.751,000,000DetailsCompare
4Claude Opus 4.6anthropic logoAnthropic#6 · 1,499$5.42$26.771,000,000DetailsCompare
5Claude Fable 5.1anthropic logoAnthropic#7 · 1,498$10.55$52.751,000,000DetailsCompare
6GPT-5.6 Solopenai logoOpenAI#12 · 1,490$2.20$11.001,050,000DetailsCompare
7Claude Sonnet 5.5anthropic logoAnthropic#13 · 1,489$2.11$10.551,000,000DetailsCompare
8Claude Sonnet 5anthropic logoAnthropic#13 · 1,489$2.11$10.551,000,000DetailsCompare
9Gemini 3.8 Flashgoogle logoGoogle#14 · 1,488$0.7913$3.961,048,576DetailsCompare
10GPT-6.1 Solopenai logoOpenAI#15 · 1,488$2.11$10.551,050,000DetailsCompare

Click a column heading to re-sort; the table opens in this category's ranking order. Prices are per 1M tokens, before tax; context is in tokens.

Frequently asked questions

What is this ranking based on?
Ranked by ELO on the public arena's Instruction Following board, restricted to models FastMetal serves. The order updates with the leaderboard.
How is pricing decided?
Each model has a price per 1M tokens (before tax) — in yen, or in US dollars on a US-dollar account — drawn from a prepaid balance as you use it. There is no subscription or monthly fee.
Can I use the top models with one API key?
Yes. Every model on this page is served from FastMetal's OpenAI-compatible endpoint under one API key; switching is a change to the model string.

Every model above runs on one API key

Create an account and add credit to call these models from the browser chat and the API. No monthly fee.

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