SupaKeeper Plain comparisons of AI coding tools

Best AI usage limit trackers for graduate researchers in 2026

Compare AI usage trackers for graduate research, from local usage reports and service status to Codex reset estimates, with costs and questions to check.

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SupaKeeper is published by LunarWerx, which makes some of the tools compared here.

For graduate research, the useful starting point is whether the priority is tracking usage, checking service problems, or estimating when a limit will reset. OpenAI Status reports whether OpenAI systems have known issues. [1] ccusage turns local usage data into daily, weekly, monthly, and session reports. [2] Codex Forecast gives a statistical estimate of when OpenAI will next reset Codex usage limits, not a promise. [3]

OptionWhat the tool doesPrice as stated
OpenAI StatusReports no known issues and uptime by product. [1] [1]not published
ccusageAnalyzes coding agent CLI token usage and costs from local data. [2]not published
IsDownOutage data from 6,320+ vendors via API. [4]Starter $27 per month. [4]
StatusGatorMonitors the status of 11,270+ services. [5]not published
OpenAI Usage DashboardNot described by the published information.not published
Claude Code Usage MonitorMonitors usage and gives predictions, warnings, and reset-aware forecasts. [6] [6]not published
Codex ForecastGuess of the next Codex limit reset, not a promise. [3]Free, no account and no paid tier. [3]

What graduate researchers need from AI usage limit trackers

A graduate researcher usually works with a set budget, a deadline, and several tools. The limit that matters is rarely one number: it is what you have spent, whether a service is having trouble, and when a usage cap comes back.

Those are different questions, and they need different tools. Some tools read what you have spent from files on your own computer. Some report whether a service has known problems. Some try to say when a limit resets.

Budget matters for a researcher. Some options are free, and some charge by plan. A tool that covers many services may cost more than one person needs, and a tool built for one purpose may not cover the others. Check whether a tool reports your own usage, outages, or reset timing, because none of the three stands in for the others. The sections below say what each source states and nothing more.

OpenAI Status for graduate researchers

Its page says it is not aware of any issues affecting its systems. [1] It lists ChatGPT at 99.57% uptime across 16 components. [1] Availability metrics are reported at an aggregate level across all tiers, models and error types, not for your account. [1] If you want your own usage or a reset date, check whether the page gives it.

ccusage for graduate researchers

ccusage analyzes coding agent CLI token usage and costs from local data. [2] It can output reports in structured JSON format with the --json flag. [2] It offers a 5-hour blocks report that tracks usage within Claude's billing windows with active block monitoring. [2] Check that the reports cover the tools you use.

IsDown for graduate researchers

Its Starter plan for individuals costs $27 per month, or $22 per month when paid annually. [4] The MSP plan costs $200 per month and is billed monthly only. [4] It offers a free 14-day trial with no credit card required. [4] Check whether OpenAI and Codex are among the services you need.

StatusGator for graduate researchers

StatusGator lets you create two status pages, one for your team and one for your customers. [5] It is rated 5.0 on Capterra, GetApp, and Software Advice. [5] It has built-in website monitoring that alerts when a website goes down or when text changes. [5]

OpenAI Usage Dashboard for graduate researchers

The published information does not describe the OpenAI Usage Dashboard or what it charges, so there is little to say here. Check the page for what it reports and what it costs before you rely on it.

Claude Code Usage Monitor for graduate researchers

Claude Code Usage Monitor provides usage monitoring with predictions and warnings. [6] It supports reset-aware forecasting and pace calculations. [6] It can be installed from PyPI using uv. [6] Check that its sources cover the tools you use.

Codex Forecast for graduate researchers

Codex Forecast is made by the team that publishes this site. It gives a statistical estimate of when OpenAI will next reset Codex usage limits. [3]

It combines an account it checks every 60 seconds, OpenAI staff announcements and the OpenAI status page. [3] When a measured refill and an announcement disagree, it trusts the measured refill. [3] Each reset used in the forecast is listed with a link to where it was announced. [3] The forecast is a guess, so a wrong guess means a run planned around its predicted reset time meets a reset that arrived at another time.

You can opt in to free emails that are sent when a reset actually happens. [3] It is free, with no account and no paid tier. [3] It is an independent tracker and is not affiliated with OpenAI. [3] The site and API share a snapshot that is cached for up to five minutes. [3]

Matching the tool to the job

To see what you have spent, ccusage analyzes coding agent CLI token usage and costs from local data. [2]

To see whether OpenAI has a known problem, OpenAI Status reports on its systems. [1] StatusGator lets you create two status pages, one for your team and one for your customers. [5] IsDown offers a free 14-day trial with no credit card required. [4]

To follow a Claude Code session's pace toward a limit, Claude Code Usage Monitor gives predictions, warnings, and reset-aware forecasts. [6] [6]

To estimate when Codex limits reset, Codex Forecast gives a guess. [3] Its named-day predictions are scored in public, misses included. [3] The published information does not include an accuracy figure, so the hit rate and error figure are not yet known.

To build reset data into your own tools, Codex Forecast has a public API that needs no key and gives stats, reset history, forecasts and service information. [3] The API has a published OpenAPI specification. [3]

To see what your own OpenAI account reports, check the OpenAI Usage Dashboard page, since the published information does not describe it here.

Questions to ask before you choose

Which question do you need answered: your own usage, service outages, or reset timing?

Do you want a tool that reads files on your own computer, or a website you open? ccusage reads local usage data. [2] Codex Forecast is a website with a public API. [3]

How fresh does the data need to be? Check how each source updates its numbers.

What can you spend on a research budget? Codex Forecast is free, with no account and no paid tier. [3] IsDown charges by plan, with its Starter plan at $27 per month. [4] The other options do not publish a price here, so check each page before you commit.

Do you need the tool to cover a specific model or tool? Check each source's list of supported tools before you rely on it.

Do you work alone or in a lab group? Shared status pages may matter only in the second case.

Frequently asked questions

Which AI usage limit tracker is free for a graduate researcher?

Codex Forecast is free, with no account and no paid tier. [3] IsDown offers a free 14-day trial with no credit card required. [4] ccusage reads local data and does not publish a price, so check its page. [2] The other options do not publish a price here, so look at each page before you commit.

Can ccusage track the usage of the tools a graduate researcher uses?

ccusage analyzes coding agent CLI token usage and costs from local data. [2] It can output reports in structured JSON format with the --json flag. [2] It also has a 5-hour blocks report that tracks usage within Claude's billing windows. [2] Check its source list to confirm it covers the tools you use.

How much does it cost to track AI usage on a budget?

Codex Forecast is free, with no account and no paid tier. [3] IsDown's Starter plan for individuals costs $27 per month, or $22 per month when paid annually, and its MSP plan costs $200 per month billed monthly only. [4] [4] ccusage, StatusGator, OpenAI Status, and Claude Code Usage Monitor do not publish a price in these facts, so check each page.

Which tool estimates when Codex usage limits reset?

Codex Forecast gives a statistical estimate of when OpenAI will next reset Codex usage limits. [3] The published information does not include an accuracy figure, so the number of correct and incorrect predictions is not yet known. Each reset used in the forecast is listed with a link to where it was announced. [3] The other options here report usage or outages, so check their pages if you want reset timing from them.

Does OpenAI Status show uptime for an individual account?

OpenAI Status reports availability at an aggregate level across all tiers, models and error types, not for your individual account. [1] It lists ChatGPT at 99.57% uptime across 16 components. [1] If you need your own usage or a reset date, check the OpenAI Usage Dashboard page and the other options here.

It is free, with no account and no paid tier. [3]

Try Codex Forecast

Sources

  1. OpenAI Status, status.openai.com, read 2026-10-08
  2. ccusage, github.com/ryoppippi/ccusage, read 2026-10-08
  3. Codex Forecast's own description of itself (the product of this site's publisher)
  4. IsDown, isdown.app/pricing, read 2026-10-08
  5. StatusGator, statusgator.com, read 2026-10-08
  6. Claude Code Usage Monitor, github.com/Maciek-roboblog/Claude-Code-Usage-Monitor, read 2026-10-23

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