Tokenwise

Name: Tokenwise
Brand: Tokenwise
Price: 19 USD

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Cut LLM API bills by optimizing prompts, models, and caching

From $19/mo, billed monthly

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Tracked since 2026

The Bottom Line

Updated Oct 12, 2026

Price: From $19/mo, billed monthly. Compare plans

Key facts

Monitors and optimizes LLM API calls to reduce costs.
Identifies waste like oversized prompts, cache misses, and model mismatches.
Provides one-click fixes with quality assurance and real-time alerts.

Pros

Significant cost reduction (advertised 20-30%)
Easy integration with minimal code changes (drop-in proxy)
Maintains or improves output quality through validation
Provides deep visibility into LLM spend and performance
Proactive alerts and safeguards against regressions

Cons

Requires routing all LLM traffic through their proxy
Initial setup might require minor configuration changes to existing codebases
Reliance on an external service for critical LLM traffic

What is Tokenwise?

Tokenwise is an AI cost optimization platform designed to help businesses reduce their Large Language Model (LLM) API bills by identifying and eliminating waste. It acts as a drop-in proxy that monitors every LLM call from applications and coding agents, providing detailed insights into cost, tokens, and latency. The platform flags common inefficiencies such as oversized prompts, cache misses, and the use of expensive models for simpler tasks. Tokenwise offers one-click fixes like model swaps, caching, and prompt trims, all validated against a user's quality baseline to ensure performance is maintained. It also includes protective measures to prevent cost spikes, latency regressions, and quality dips, with alerts and automated rollbacks. The tool is ideal for engineering teams and developers looking to gain visibility into their LLM expenditures, optimize their AI infrastructure, and maintain output quality while significantly cutting costs.

Data compiled by Toolradar Pricing checked Oct 12, 2026 · How we evaluate

Source tokenwisehq.com

Key Features

Drop-in proxy for LLM API calls
Real-time monitoring of cost, tokens, and latency
Waste identification (oversized prompts, cache misses, model mismatches)
One-click optimization fixes (model swaps, caching, prompt trims)
Quality baseline validation for optimizations
Cost spike and latency regression alerts (email, Slack, Discord)
Automated budget caps and configuration rollbacks
LLM-as-judge scoring for quality assurance

Pricing Plans

Pricing checked Oct 12, 2026. Source: tokenwisehq.com, read Oct 12, 2026

Tokenwise plans and prices, checked October 2026
Plan	Price	Details
Indie	$19/month	$19/month official list $9.50/month with EARLY50 200,000 requests / month +1 more Show less 10 workspaces, 60-day retention
Pro	$79/month	$79/month official list $39.50/month with EARLY50 2,000,000 requests / month +1 more Show less 50 workspaces, Slack/Discord, evals

Calculate your cost View full pricing

Is Tokenwise worth the price?

Good value

Tokenwise prints Indie $19/month and Pro $79/month.

Official: 7-day trial, no card. Indie is 200k requests, 10 workspaces, 60-day logs.

Pro is 2M requests, 50 workspaces, evals, A/B, budget caps, Slack/Discord. BYOK.

Proxy overhead they print as under 50ms.

Hidden Costs & Gotchas

EARLY50 is capped at 100 redemptions or 31 Jul 2026. After that, list is $19 / $79.

Provider tokens are still your OpenAI/Anthropic bill. Tokenwise is the proxy seat.

After the 7-day trial the dashboard asks you to subscribe. They say the proxy keeps forwarding while you decide.

Full Tokenwise pricing: every plan, hidden costs and alternatives

Tokenwise by the numbers

Toolradar data: Tokenwise's entry paid plan ($19/mo, billed monthly) ranks #82 of 223 (joint) for price among the AI & Automation tools with a verified entry price and no stated unit, where the median is $29/mo. As of Oct 2026.

Tokenwise compared with 1092 AI & Automation tools on Toolradar, as of Oct 2026
Metric	Tokenwise	Peer median	Position (1 is best)
Entry paid plan	$19/mo, billed monthly	$29/mo	#82 of 223 (joint) tools with no stated price unit, verified price
Free plan	No	36% have one	n/a

Each position is counted among the tools that have data for that row, as noted under it. A lower entry price ranks higher; prices are read on vendor pages and compared only with tools priced on the same basis. All AI & Automation data · How we compute this. Advertising and placement fees are not inputs to any position.

Cite this: Toolradar, “Tokenwise by the numbers”, Oct 2026.

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Still deciding?

Most buyers shortlist 2 or 3 tools before committing. Pull a side-by-side comparison or browse the full alternatives shortlist below.

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Tokenwise FAQ

How does Tokenwise help reduce LLM API costs?

Tokenwise acts as a drop-in proxy that monitors LLM calls, identifying inefficiencies like oversized prompts or expensive models. It offers one-click fixes such as model swaps, caching, and prompt trims, which are validated against a user's quality baseline to ensure performance is maintained while cutting costs.

Which teams benefit most from using Tokenwise?

Tokenwise is ideal for engineering teams and developers who need to gain visibility into their LLM expenditures and optimize their AI infrastructure. It helps these teams maintain output quality while significantly cutting costs associated with LLM API usage.

What kind of integration does Tokenwise offer?

Tokenwise integrates easily as a drop-in proxy, requiring minimal code changes to existing applications. It monitors every LLM call from applications and coding agents to provide detailed insights and apply optimizations.

How is Tokenwise priced?

Tokenwise includes a free tier for basic usage, with paid plans available that unlock more extensive usage and additional features. This allows users to scale their optimization efforts as their needs grow.

What are the main trade-offs when implementing Tokenwise?

Implementing Tokenwise requires routing all LLM traffic through its proxy, which means reliance on an external service for critical LLM operations. Initial setup may also involve minor configuration changes to existing codebases.

How does Tokenwise compare to using the OpenAI API directly for cost optimization?

While the OpenAI API provides direct access to LLMs, Tokenwise specifically focuses on optimizing the usage of such APIs to reduce costs. It acts as an optimization layer that monitors and flags inefficiencies across various LLM calls, including those to the OpenAI API, offering proactive fixes and safeguards not inherent in direct API usage.

Can Tokenwise prevent unexpected cost increases?

Yes, Tokenwise includes protective measures designed to prevent cost spikes, latency regressions, and quality dips. It provides alerts and automated rollbacks to safeguard against these issues, ensuring predictable performance and expenditure.

How does Tokenwise pricing compare with other AI & Automation tools?

Tokenwise's entry paid plan ($19/mo, billed monthly) ranks #82 of 223 (joint) for price among the AI & Automation tools with a verified entry price and no stated unit, where the median is $29/mo. Prices are read on each vendor's own pricing page and compared only with tools priced on the same basis. Source: Toolradar, Oct 2026.

Source: tokenwisehq.com

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