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SuperBased VS ccusage

Compare SuperBased VS ccusage and see what are their differences

SuperBased

Local control plane for AI coding agents — cost, terminals, routing

Rating
0 reviews
Pricing
Open source Free
Alternatives Is it good?
ccusage

Usage analysis tool for coding (agent) CLIs

Rating
0 reviews
Alternatives Is it good?
Bluebox.ai
Bluebox gives coding agents the production context they are missing. It briefs your agent with live runtime behavior before a change, investigates incidents, explains likely root cause, and returns a GitHub issue you review. Free to start. sponsored

Which is more popular?

AI popularity
35% vs 65%
alternatives listed
4 vs 29

Base details

Website, pricing, platforms and company facts side by side.

SuperBased
ccusage
Website superbased.app ccusage.com
Pricing
Open source Free Official pricing
Official pricing
Platforms
Windows MacOS
—
Company Startup from India · 1 - 9 employees · 2026 —
Listed in
AI Developer Tools Observability
Developer Tools AI SEO AI Tools +1

About SuperBased and ccusage

In their own words, as submitted to SaaSHub.

SuperBased
ccusage

SuperBased is an open-source, local-first control plane for AI coding agents. One binary tracks provider-reported tokens and cost across Claude Code, Cursor, Codex, and ~40 tools, with dashboard terminals, live session takeover, model routing, and egress guardrails. Personal use free forever...

Read more about SuperBased

No description of ccusage yet.

Features and specs

What each product offers, as listed by its team.

SuperBased 9 features
ccusage 5 features
  • Agent Session Dashboard
    Monitor connected AI coding agents, terminals, sessions, and costs in one local control plane
  • Terminal Activity Capture
    Capture terminal activity and session context for debugging and live takeover
  • Context Capture
    Capture prompt and terminal context for AI coding sessions without cloud upload
  • Token & Cost Tracking
    Track provider-reported tokens and spend across connected AI coding tools
  • Session Annotations
    Annotate terminal output and agent session context for handoff and debugging
  • Session Notes
    Add notes and handoff context to agent sessions and terminal output
  • Privacy Redaction
    Manually or automatically redact tokens, PII, and sensitive terminal output locally
  • MCP/HTTP API
    Programmatic control through MCP and HTTP APIs for routing, sessions, and observability
  • Local-first Deployment
    Run the control plane locally on Windows, macOS, or Linux
  • Easy to use CLI
    ccusage provides a simple command-line interface for analyzing Claude Code usage from local JSONL files, making it quick to get started without complex setup.
  • Detailed cost breakdown
    It offers detailed reports on token usage and costs broken down by day, month, session, or billing blocks, helping users understand exactly where their usage and spending are going.
  • No API key required
    Since it reads local usage data files directly rather than calling an API, it doesn't require additional API keys or credentials to generate reports.
  • Open source and free
    ccusage is an open-source tool, allowing users to inspect, modify, and contribute to the codebase, and use it without licensing costs.
  • Multiple output formats
    It supports various output formats including tables and JSON, making it flexible for both human review and integration into other scripts or dashboards.

Possible disadvantages

  • Limited to Claude Code
    ccusage is specifically designed for analyzing Claude Code usage data, so it isn't useful for tracking usage of other AI tools or platforms.
  • Depends on local data files
    The tool relies on local JSONL log files generated by Claude Code, so if those files are missing, corrupted, or in an unexpected format, the analysis may be incomplete or inaccurate.
  • Requires Node.js environment
    Since it's a CLI tool typically run via Node.js or npm/npx, users need to have a compatible JavaScript runtime installed, which may be a barrier for non-developers.
  • Manual updates needed
    As Claude Code's data format or features evolve, ccusage may require manual updates to stay compatible, and users need to keep the tool updated themselves.
  • Limited visualization options
    The tool primarily focuses on text-based or tabular output, lacking built-in rich graphical visualizations that some users might want for deeper analysis.

Analysis

An editorial look at what each product does well and who it suits.

SuperBased
ccusage

Overall verdict

  • I don't have verified, up-to-date information about SuperBased.app to make a confident assessment of its quality, features, or reliability. Since I can't confirm details about this specific product, I'd recommend researching it directly through user reviews, its official documentation, and independent sources before deciding.

Why this product is good

  • Unable to verify specific features or claims made by this product
  • No confirmed user reviews or ratings available in my knowledge
  • Cannot confirm pricing, reliability, or customer support quality
  • Recommend checking recent sources like Product Hunt, G2, Reddit, or Trustpilot for current user feedback

Recommended for

  • Users who have already independently verified the product's legitimacy and features
  • Those willing to test it with a free trial or demo before committing
  • Anyone who cross-references with recent, verifiable reviews rather than relying solely on this assessment

No analysis of ccusage yet.

Videos

Walkthroughs and reviews on video.

SuperBased 1 video + Add
ccusage 0 videos + Add

SuperBased - Stop Explaining. Start Capturing. (Official Product Video)

No ccusage videos yet. You could help us improve this page by suggesting one.

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
SuperBased
ccusage
35% 35%
AI
65% 65%
33% 33%
Developer Tools
67% 67%
100% 100%
Observability
0% 0%
0% 0%
SEO
100% 100%

Questions & Answers

As answered by people managing SuperBased and ccusage.

How would you describe the primary audience of your product?

SuperBased's answer

Software developers and engineers who actively use AI coding assistants — Claude Code, Cursor, GitHub Copilot, Windsurf, Cline, and similar tools. Particularly those who work across multiple environments (terminal, IDE, browser) and frequently need to share visual context (error screens, UI bugs, log outputs, terminal states) with AI to debug or build. Also useful for technical writers, QA engineers, and anyone who needs to communicate visual context to AI tools efficiently.

Who are some of the biggest customers of your product?

SuperBased's answer

SuperBased is an early-stage product recently launched on Product Hunt, currently building its user base among individual developers and small teams working with AI coding tools. We're focused on the developer community right now and growing through direct feedback and word of mouth.

What makes your product unique?

SuperBased's answer

SuperBased is a local-first control plane for developers who use AI coding agents such as Claude Code, Cursor, VS Code Copilot, and similar tools. It brings provider-reported token and cost tracking, live terminals and session takeover, model routing, MCP/HTTP integrations, context capture, and local privacy redaction into one open-source workspace. Unlike hosted observability or single-purpose utilities, it keeps agent activity and sensitive context on your machine, with a free personal-use workflow.

Why should a person choose your product over its competitors?

SuperBased's answer

Choose SuperBased when you want one local control plane for AI coding work instead of stitching together hosted observability and single-purpose utilities. It tracks provider-reported token usage and cost, gives you live terminals and session takeover, supports model routing and MCP/HTTP automation, captures useful context, and redacts sensitive data before it leaves your machine. It is open-source, local-first, and free for personal use.

What's the story behind your product?

SuperBased's answer

SuperBased started from the need to manage AI coding agents across Claude Code, VS Code, Cursor, and multiple terminals without sending sensitive work to another hosted dashboard. The project grew into a local-first control plane that unifies session visibility, live terminal access, token and cost tracking, model routing, context capture, redaction, and MCP/HTTP automation. It remains open-source and is built around practical workflows for developers and small teams.

Which are the primary technologies used for building your product?

SuperBased's answer

SuperBased uses an Electron desktop shell with a Svelte frontend and Go services for the local control plane. It integrates with AI coding tools through MCP and HTTP APIs, provider telemetry for token and cost reporting, and local terminal and session capture. The architecture is designed for local-first operation on Windows and macOS, with privacy redaction and model-routing controls at the edge.

User comments

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