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Live pricing · updated weekly

Price your AI pipeline
before you build it.

Compare LLM providers, model real workloads, and get instant architecture recommendations — grounded in official pricing, not guesses.

Compared
AWSAzureGCPSnowflakeDatabricks
computecalc.ai / scenario
Monthly estimate
$2,847 62%
Optimized
Claude Sonnet 4.5$3.00 in / $15.00 out
GPT-5$1.25 in / $10.00 out
Gemini 2.5 Pro$1.25 in / $10.00 out
Llama 3.3 70B$0.59 in / $0.79 out
Batch API−50%
Prompt cache−90%
5
Providers
compared side-by-side
40+
Models
GPT-5, Claude, Gemini…
62%
Avg. savings
with batch + caching
0 min
Setup
no credit card
The toolkit

Everything you need to model cost.

Explore the estimator
01

Multi-provider pricing

Switch between Claude, GPT-5, Gemini, Llama, Mistral and more. Same workload, instant comparison.

02

AI architecture advisor

Upload or paste requirements and get 2–3 solution architectures with cost estimates, pros, and cons.

03

Save & revisit

Create an account to save scenarios, share with your team, and track cost over iterations.

04

Five clouds compared

AWS Bedrock, Azure Foundry, Vertex AI, Snowflake Cortex, and Databricks Mosaic side-by-side.

05

Real pricing, cited

Every line item links to the official pricing page. No hand-wavy estimates.

06

Optimization built-in

Batch API (50% off), prompt caching (90% off), and storage tier suggestions baked in.

No-Free AI Consulting Service

No-Free AI Consulting that pays for itself.

Adopt the right-sized compute and LLMs for your business. We help you invest funding where it returns ROI — not where vendors steer you. Senior-led engagements, fixed scope, measurable outcomes.

Policy: This is a paid advisory service — no free trials, no free discovery calls, no pro-bono work. All engagements start with a signed SOW and a paid deposit. The free tools on this site (estimator, advisor, analyzer) remain free for everyone.
  • Right-size compute & models
    Match workload to the cheapest model + infra tier that still meets quality SLAs.
  • ROI-first roadmap
    Sequence investments by payback period. Kill projects that won't return capital.
  • Vendor-neutral
    We don't resell AWS, Azure, GCP, or any LLM. Recommendations are yours to own.
Engagement tiers
Discovery sprint
Workload audit + 90-day savings plan.
1 week
Architecture design
Reference architecture, model picks, cost model.
2–4 weeks
Embedded advisory
Fractional AI lead reviewing roadmap & spend.
Monthly
Consulting is paid · On-site tools stay 100% free

Estimator, AI architecture advisor, and requirements analyzer — free forever, no credit card. Consulting is an optional, paid add-on.

FAQ

Paid consulting, free tools — explained.

Ready to price your next AI project?

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