Connect your API keys,
we'll handle it.
Securely and track all your cost and usage with 100% transparency and comparative analysis across multiple providers in single instances.
The Hub for
LLM Cost Monitoring.
If you are building AI agents, handling thousands of prompts, or struggling with high API bills, Atomspect is for you. We help you audit what you do, what you consume, and exactly what you pay.
Agent Builders
Monitor multi-step agent conversations and token consumption in real-time.
API Auditors
Upload massive CSV exports to verify provider billing accuracy across accounts.
Indie Hackers
Keep project margins healthy by identifying expensive prompt patterns early.
Data Analysts
Export standardized usage data for deep-dive research into model performance.
AtomspectAtomspectgivesgivesyouyouthetheclarityclarityyouyouneedneedtotobuildbuildbetterbetterAIAIagents.agents.
Native integrations with
the largest LLM providers.
Monitor metrics seamlessly across all major AI platforms or upload your own raw billing data.
Transparency in
every token.
Existing dashboards focus on performance. We focus on transparency. Understand the direct link between your prompts and your costs with zero data lock-in.
Real-time Cost Bridge
See how every request translates to dollars. We provide a live cost-of-usage bridge that basic dashboards miss.
Non-Custodial Audit
Your data, your control. We don't ingest your sensitive prompt content—we only process the metadata for auditing.
Granular Prompt Audit
Go beyond logs. Audit the specific prompt/response structures that drive usage spikes and optimize them instantly.
CSV Bill Parsing
at any scale.
Handle millions of log lines without lag. Upload your billing CSVs from any major provider to get an instant, human-readable breakdown of tokens, models, and exact costs.
Optimize your
agent routing.
Compare live pricing across 200+ models. Use our simulator to predict costs for new prompts and routes before you commit any production traffic.
Prompt Lab: Iterate
without the guesswork.
Experiment with several models side-by-side. Compare output quality, latency, and exact token costs for every version of your prompt.
Chat with your
usage data.
Our AI model studies your cost and billing patterns deeply. Ask questions, discover hidden trends, and get optimization ideas as if you had a dedicated financial analyst.
Monitor every provider
in a single view.
Connect OpenRouter, Claude, Gemini, and GPT-4 in minutes. Atomspect aggregates every token across every provider into one professional, real-time dashboard.
AI Cost Review.
Automated & Precise.
Generate comprehensive reports to understand exactly where your money is going. Identify spikes, optimize token usage, and get budget alerts automatically.