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TokenWiseAI

TokenWiseAI is a cost-first AI model router and observability platform. One API, full-token tracing, budget guardrails and prompt optimization—so teams cut LLM spend without sacrificing output quality.
LLM cost optimizationAI model routertoken observabilityprompt compressioncross-model benchmarkBYOK

Features of TokenWiseAI

One API for OpenAI, Anthropic, Google, AWS and more—no code changes
End-to-end token tracing with live cost & latency dashboards
Soft / hard budget caps and instant Slack / email alerts
Prompt engineering + context compression to shrink token waste
Bring-your-own-key (BYOK) support for secure production workflows
A/B test models side-by-side and pick the cheapest winner
VS Code extension “Prompt Cost Analyzer” for local dev
Multi-language token counters aligned to tiktoken, Anthropic, PaLM, etc.

Use Cases of TokenWiseAI

Enterprise FinOps: allocate and enforce token budgets across teams
Local dev: preview cost before every prompt in VS Code
Model selection: benchmark speed, price and quality in one view
Production: unified billing and anomaly detection to stop surprise bills
Prompt tuning: cut 30-50 % tokens per call with smart context pruning
Early-access pilots: request custom demo and private beta
Department-level dashboards: visualize burn-down by project or app
Safe sandbox: test new models under a strict token ceiling

FAQ about TokenWiseAI

QWhat exactly is TokenWiseAI?

It’s a single gateway that routes your prompts to the cheapest suitable model, tracks every token, and gives you built-in budget controls and prompt-optimization tools.

QHow does it lower my LLM bill?

Cost-aware routing, automatic context compression, budget alerts and side-by-side model benchmarking combine to reduce spend without hurting quality.

QWhich use-cases are supported?

Enterprise cost governance, local development cost previews, model benchmarking, production observability and prompt efficiency tuning.

QCan I use my own API keys?

Yes—TokenWiseAI is BYOK-friendly, so your keys stay in your cloud and you pay providers directly.

QIs there a VS Code extension?

Yes—install “TokenWise: Prompt Cost Analyzer” from the marketplace to see token and price estimates inline while you code.

QHow do I request early access or a custom demo?

Fill in the early-access form with your email, use-case, role and monthly budget; we’ll schedule a demo within 24 h.

QOpenAI tiktoken, Anthropic, Google PaLM, Llama, Claude-3 and more; counters update automatically when providers change their rules.

QIs pricing public?

Pricing is not yet listed; details are shared during the early-access call.

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