AgentIndex icon
AgentIndex
codex-usage-tracker logo
codex-usage-tracker
★ 196
vs
MemWhale logo
MemWhale
★ 148

codex-usage-tracker vs MemWhale

codex-usage-tracker: Codex Usage Tracker is a local-first tool that provides a dashboard, CLI, and companion plugin for analyzing OpenAI Codex token usage and costs. It reads local log files, indexes usage data into SQLite, and helps developers understand where their credits are being spent.; MemWhale: MemoryWhale is a local-first persistent debugging memory system for developers and coding agents. It records commands, output, failures, and fixes into a local SQLite database, allowing recovery of development history across sessions and tools without relying on hosted services.

01

TL;DR

codex-usage-tracker logo
codex-usage-trackerObservability · ★ 196

Track and analyze OpenAI Codex token usage and estimated costs locally without uploading logs.

Read codex-usage-tracker full review →
MemWhale logo
MemWhaleMemory & Context · ★ 148

Debugging complex builds, dependencies, Git issues, environments, or deployments.

Read MemWhale full review →
02

Side-by-Side Comparison

Field
codex-usage-tracker logocodex-usage-tracker
MemWhale logoMemWhale
Category
Observability
Memory & Context
Stars
★ 196
★ 148
License
MIT
MIT
Install Command
python -m pip install --user pipx && python -m pipx ensurepath && pipx install codex-usage-tracking && codex-usage-tracker setup
curl -fsSL https://raw.githubusercontent.com/wuisabel-gif/MemWhale/main/install.sh | sh
Updated
1w ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Codex Usage Tracking, Token Management, Analytics Dashboard
Debugging Tool, Persistent Memory, Local-first
03

Features

codex-usage-tracker logocodex-usage-tracker
01Local-first dashboard with live refresh and various views (Overview, Calls, Threads, Diagnostics).
02Indexes aggregate usage counters and local content evidence into an SQLite database.
03Provides CLI for summaries, queries, CSV export, and support bundles.
04Companion Codex plugin and skills for conversational usage analysis and waste discovery.
05Supports localized UI text for the dashboard, including Simplified Chinese.
MemWhale logoMemWhale
01Persistent recording of development events: commands, environment, output, failures, and successful fixes.
02Unified local memory across different coding agents and stdio MCP clients.
03Local-first operation with no account, hosted service, or per-token memory costs.
04Interactive TUI browser and web dashboard for memory exploration.
05Generates compact context from past errors for agents and chat interfaces.
04

Use Cases

codex-usage-tracker logocodex-usage-tracker
↳Track and analyze OpenAI Codex token usage and estimated costs locally without uploading logs.
↳Identify threads, models, or subagents that consume the most tokens and contribute to unexpected costs.
↳Optimize usage by identifying high-context, low-cache calls and understanding context bloat in long chats.
↳Use the companion Codex skill to converse with usage data, ask questions, and get recommendations for reducing token waste.
MemWhale logoMemWhale
↳Debugging complex builds, dependencies, Git issues, environments, or deployments.
↳Maintaining context when using coding agents across multiple sessions or switching between tools.
↳Working over SSH or across multiple development machines while retaining history.
↳Ensuring recurring failures and their fixes remain searchable and discoverable.
↳Developers who prefer local storage solutions over hosted memory services.
05

Best For

codex-usage-tracker logocodex-usage-tracker
Hidden Gem
MemWhale logoMemWhale
—
FAQ

FAQ

What is the difference between codex-usage-tracker and MemWhale?
Both codex-usage-tracker and MemWhale are in the Observability category. codex-usage-tracker has 196 stars, while MemWhale has 148 stars.
Which is better, codex-usage-tracker or MemWhale?
The best choice depends on your use case. Choose codex-usage-tracker if Track and analyze OpenAI Codex token usage and estimated costs locally without uploading logs., and MemWhale if Debugging complex builds, dependencies, Git issues, environments, or deployments..
Is codex-usage-tracker free or open source?
Yes, codex-usage-tracker is open source on GitHub (MIT).
Is MemWhale free or open source?
Yes, MemWhale is open source on GitHub (MIT).
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