LLM Pricing Calculator

Token prices are hard to compare across providers — enter your usage once and see the real monthly bill for every major model.

Live data · updated 2026-10-30 10:03 · sources: LMArena + OpenRouter

Our verdict

For a typical indie workload (50M in / 10M out per month), the spread between the cheapest and most expensive frontier model is over 40× — most apps can run on Gemini 3.8 Flash (High) for single-digit dollars.

#ModelArena$/1M in$/1M outMonthly cost
1Gemini 3.8 Flash (High)Google1496$0.75$3.75$75.00
2Muse Spark 1.3 (Max)Meta1495$1.25$4.25$105.00
3Muse Spark 1.2 (xHigh)Meta1492$1.25$4.25$105.00
4Gemini 4 Carbon (High)Google1528$2$10$200.00
5Gemini 4 Argon (High)Google1520$2$10$200.00
6Claude Opus 5.5 (High)Anthropic1509$4$20$400.00
7Muse Wonder (Max)Meta1507$4$20$400.00
8Claude Opus 4.6 (High)Anthropic1503$5$25$500.00
9Claude Opus 4.7 (High)Anthropic1501$5$25$500.00
10Claude Opus 4.6Anthropic1496$5$25$500.00
11Claude Opus 4.7Anthropic1494$5$25$500.00
12Claude Opus 5 (High)Anthropic1492$5$25$500.00
13Claude Opus 5 (Max)Anthropic1491$5$25$500.00
14Claude Fable 5.1 (Max)Anthropic1504$10$50$1,000
15Claude Fable 5 (High)Anthropic1504$10$50$1,000

50M input + 10M output tokens per month. Cheapest: Gemini 3.8 Flash (High) at $75.00. Prices from OpenRouter, arena ratings from LMArena.

How to estimate your token usage

One English word ≈ 1.3 tokens; a typical chat turn (your prompt + history) runs 500–2,000 input tokens. RAG pipelines multiply input fast — every retrieval re-sends context. Measure one week of real traffic before committing to a model tier.

Input vs output pricing matters

As of 2026-10-30 10:03, output tokens cost 3–5× more than input on most models. Chat-heavy products should weight output price; summarization and RAG products should weight input. Batch APIs (off-peak) cut costs ~50% on several providers if latency is flexible.

Don't optimize price before quality

A model 20% cheaper that fails 5% more often costs more once you count retries and bad user experiences. Use the arena rating column as a quality floor, then optimize price above it.

Ready to build? Access all of these models through one API key. Try OpenRouter →