GPT-4o$2.50/1M in · $10.00/1M out Claude Sonnet$3.00/1M in · $15.00/1M out Gemini Flash$0.075/1M in · $0.30/1M out DeepSeek V3$0.27/1M in · $1.10/1M out GPT-4o mini$0.15/1M in · $0.60/1M out Groq Llama 70B$0.59/1M in · $0.79/1M out Gemini 1.5 Pro$1.25/1M in · $5.00/1M out Claude Haiku$0.80/1M in · $4.00/1M out GPT-4o$2.50/1M in · $10.00/1M out Claude Sonnet$3.00/1M in · $15.00/1M out Gemini Flash$0.075/1M in · $0.30/1M out DeepSeek V3$0.27/1M in · $1.10/1M out GPT-4o mini$0.15/1M in · $0.60/1M out Groq Llama 70B$0.59/1M in · $0.79/1M out Gemini 1.5 Pro$1.25/1M in · $5.00/1M out Claude Haiku$0.80/1M in · $4.00/1M out
Free · No signup · Instant results

You're probably overpaying
for AI by 40–70%.
You just don't know where yet.

Run a free analysis of your AI architecture and see exactly how much your product costs across 9 LLM providers — before you write a single line of code.

→ Calculate my AI costs free See sample report
9
Providers compared
30–75%
Typical cost reduction
<5 min
Report delivered
€0
Calculator cost

Most teams discover their AI costs when the invoice arrives. By then the architecture is already built — and changing models means rewriting half the system.

The problem isn't which model you chose. It's that GPT-4o can cost up to 33× more than Gemini Flash for the same chatbot workload — and nobody told you before you started.

One architecture decision at the start can save $40,000+ per year at scale. We show you that decision before you build.

Switched from GPT-4o to a hybrid routing strategy. Monthly bill: $8,400 → $2,100. The audit paid for itself in the first hour after implementation.
AI STARTUP · SEED STAGE · 15K DAU · RAG CHATBOT
How it works

Three steps. Thirty seconds.

No code integration. No API keys. No setup. Answer a few questions and get your cost architecture.

01
Enter your usage parameters
Model, requests per day, average prompt length, response length, use case. Takes 60 seconds.
02
See real costs across all providers
Instant comparison across 9 major providers. Sorted by monthly cost. Color-coded savings vs. your current setup.
03
Get the optimal architecture
See which model mix and routing strategy minimizes your costs. Or get the full report with 5 concrete optimization actions.
Free tool

LLM Cost Calculator

Instant estimate. No signup. Change any parameter and results update in real time.

Parameters
1,000
500
300

Get the full optimization report →

✓ You're on the list. Report launching soon.
Cost Projection
Monthly Cost
$0.00
Based on your parameters
Per Request
$0.000
Daily Cost
$0.00
Annual Cost
$0
Tokens / Month
0M
Cost at scale
1K users
—
10K users
—
100K users
—
Cheapest alternative
Calculating...
You save
—
All models
sorted by cost ↑
Model
Per Request
Monthly Cost
vs. your selection
Common question
Can't I just check the pricing pages myself?
You can. But pricing pages don't tell you that for a RAG chatbot with 500-token prompts: Routing 70% → Gemini Flash · 20% → GPT-4o mini · 10% → Claude Sonnet → reduces cost by 61% vs all-GPT-4o → while maintaining the same output quality That's not a pricing page. That's an architecture decision. The report makes it for you.
AI Cost Report — €299

The full picture. Delivered in 5 minutes.

The free calculator shows what your AI costs. The report shows why — and exactly how to reduce it. Generated automatically. No calls. No humans in the loop.

AI_Cost_Audit_Report.pdf
AI COST AUDIT REPORT SAMPLE
$8,400
Current monthly spend
$2,356
After optimization
$72,528/yr saved · −72%
Annual savings with recommended routing strategy
→ Routing strategy: 45% Gemini Flash · 35% GPT-4o mini · 15% Haiku · 5% GPT-4o
  • 01
    Architecture Overview
    Analysis of your current setup — every parameter evaluated for cost impact.
  • 02
    Token Usage Estimate
    Monthly projection broken down by component — RAG context, system prompt, completions.
  • 03
    Model Comparison
    9 providers ranked by cost for your specific use case. Not generic benchmarks.
  • 04
    Routing Strategy
    Exact model mix by query type. Percentage split. Projected monthly spend after routing.
  • 05
    5-Step Optimization Roadmap
    Concrete actions prioritized by savings. Includes effort estimate and implementation notes.
Fully automated pipeline
Fill 8 questions → Stripe payment → Claude API generates your report → PDF delivered to your inbox in under 5 minutes. No humans. No delays.
Ready to fix your AI costs?
Get your personalized
AI Cost Report
Architecture review · Model comparison · Routing strategy · Scaling forecast — all generated in under 5 minutes. One payment. No subscription. No calls. Delivered to your inbox automatically.
€299
One-time · PDF · <5 minutes
→ Get My AI Cost Report No subscription. No calls. Fully automated.

Stop guessing your AI costs.

Design the cheapest architecture before you build it.

→ Run free cost analysis