Know before you send.
CostGuardAI scans prompts and AI workflows for jailbreak risk, ambiguity, hallucination risk, and cost blowups — before they hit production.
Get a CostGuardAI Safety Score, top risks, and fix recommendations in seconds.
Long instruction block with ambiguous scope raises hallucination probability at scale.
Why developers trust CostGuard
Versioned Safety Score
Benchmark-calibrated scoring with published methodology.
Prompt CVE Intelligence
Detects known prompt vulnerability patterns with PCVE tracking.
Privacy-Safe Analysis
No raw prompts stored. Only anonymized structural fingerprints retained.
AI Cost Disaster Gallery
5 real prompt failure patterns, before and after.
Token explosion, prompt injection, runaway tool calls — see how CostGuardAI catches them before deploy.
Paste a prompt above
Token count, cost estimate, and CostGuardAI Safety Score appear as you type — no account needed.
Estimate tokens, cost, compression, and risk before deployment.
Adjust output length and compare models to understand scale impact.
Ship with predictable cost and reduced production risk.
Truncation → broken outputs → silent failure in production.
Margins collapse at scale when token usage expands unnoticed.
Signal of production instability — not legal advice, just operational risk.
Monitor token and cost drift across model versions over time.
Run preflight checks on multiple prompts simultaneously.
Compare cost and risk across models before committing to one.
Shipping prompts into production and need cost + failure visibility before scaling.
Monitoring token usage and drift across models and deployments.
Preventing overflow, runaway costs, and silent degradation.
Built for teams shipping AI into production.
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