Find the LLM provider that actually fits your traffic, budget and stack.
Get a live provider recommendation, then stress-test the monthly cost with token volume, region, free tiers and OpenAI-compatible routing.
Workflow
Intent
Use case
Budget
Monthly cap
Quota
RPM target
Rank
Live fit
Live recommendations
Uses DealsForge provider, deal, price and confidence data.
Cost simulator
Compares real model-provider offers, region, free tier and monthly budget.
Fallback safe
Local rules stay available when the live recommendation API is unreachable.
Turn this cost scenario into a 48h routing audit.
Send the stack behind your estimate and get cheaper routes, fallback notes and config-shaped recommendations before the next invoice lands.
Start with the 4-line brief
No keys, no repo access. A rough paragraph is fine; we just need enough context to decide whether the 100 EUR audit has a practical route to test.
1. providers/models: 2. rough monthly spend or token volume: 3. workflow type: 4. one expensive session or failure loop:
Calculator result is not the final cost
Check cost per accepted change before moving traffic.
Monthly token spend misses repo scan, retries, terminal output and review loops in agent workflows.
Step-by-step match
Find your ideal LLM provider
Answer 3 quick questions and rank providers from live DealsForge signals.
What will you use the LLM for?
Cost scenario
LLM cost calculator
Model monthly spend from task presets, retry overhead, token mix, free tiers and region fit.
Task preset
15 000
monthly requests
19 440 000
adjusted input tokens
7 290 000
adjusted output tokens
Common questions
Quick answers about the provider recommendation and cost simulation.
How does the provider recommendation work?
The decision engine queries the live DealsForge API with your use case, budget, and quota. It ranks real providers by deal signals, pricing, reliability, and community confidence — not static rules.
Is the cost calculator accurate?
The calculator uses live provider-model pricing where available and falls back to conservative estimates. You can adjust task presets, token mix, request volume and retry overhead. Use the results as a directional comparison tool, not a final invoice.
Can I use these providers in production?
Yes. Every provider listed has at least one public, documented API. Some are free with rate limits, others require payment. Always verify uptime and support SLAs directly with the provider before production deployment.
Why do some providers show as not priced?
Some providers only publish pricing behind authentication or quote requests. We label these honestly rather than guessing. If a provider you use shows no pricing, contact them and ask for public pricing — it helps the whole community.