Cost Simulator

Translate token economics into real-world spend scenarios

Configuration

1K

~1 pages of text

1K

~375 words generated

100

100 requests/day = 3000/month

Adjust the sliders to reflect your infrastructure and usage patterns. Savings compound.

Concise, structured prompts cost less. Tightening filler, pruning few-shot examples, and (at the high end) using prompt compression tools all reduce input tokens.

None

When your prompts repeat the same context — system instructions, documents, conversation history — providers charge less to read it the second time.

None

Not every request needs your top model. Sending simpler ones to a cheaper Fast-tier model brings the blended cost down.

No change

Work that doesn't need an instant answer — overnight reports, bulk processing, evals — runs cheaper through batch APIs.

None

List price is rarely what enterprises pay. Cloud credits, volume deals, reserved capacity, and private deployment each lower the effective rate.

None — direct API at list price

Cheapest Option

$1.05/mo

Claude Haiku 5.5

Most Expensive

$105.00/mo

Claude Fable 5.1

How the savings stack up

No single lever does the heavy lifting — the savings come from stacking them. Pick a model to see where its cost actually goes.

Monthly cost (USD)

List pricePrompt EngineeringPrompt CachingModel RoutingBatch ProcessingInfrastructureFinal cost$0.00$30$60$90$120

Estimated costs

100× cost spread
#ModelMonthly
1

GPT-6 Astra

OpenAI

$105.00
2

Claude Fable 5.1

Anthropic

$105.00
3

Muse Wonder

Meta

$42.00
4

Claude Opus 5.5

Anthropic

$42.00
5

Kimi K3.1 Pro

MoonshotAI

$21.00
6

Gemini 4 Argon

Google

$21.00
7

GPT-6.1 Sol

OpenAI

$21.00
8

Claude Sonnet 5.5

Anthropic

$21.00
9

Mistral Medium 3.5

Mistral

$15.75
10

Grok 4.7

xAI

$15.00
11

Qwen 3.8 Max

Qwen

$15.00
12

GLM-5.3

Z.ai

$10.80
13

GPT-6.1 Terra

OpenAI

$10.50
14

Muse Spark 1.3

Meta

$10.13
15

GPT-5.4 Mini

OpenAI

$9.00
16

Gemini 3.8 Flash

Google

$7.88
17

Mistral Large 4

Mistral

$5.25
18

DeepSeek V4-Pro

DeepSeek

$4.95
19

Qwen 3.7 Plus

Qwen

$3.60
20

MiniMax M3

MiniMax

$2.70
21

MiniMax M3.1 Flash

MiniMax

$1.35
22

DeepSeek V4.1 Flash

DeepSeek

$1.35
23

GLM-5.3-Flash

Z.ai

$1.20
24

Claude Haiku 5.5

Anthropic

$1.05
25

GPT-6 Luna

OpenAI

$1.05