Skip to content
SigRank SignalAF logo

SigRank SignalAF

Measures token usage from AI coding tools such as Claude Code and Cursor and ranks operators on a leaderboard, using token counts only.

Actively maintained

At a glanceswept Oct 24, 2026

≈ 1visits/mo

Little sign of use · estimate, read Oct 13, 2026

For
Individual AI coding users who want to benchmark their token efficiency across tools like Claude Code and Cursor.
Activity
Actively maintainedsite updated 3 days ago
Company
Ello Cello LLC · Domain since 2025privacy policy · domain registered
Runs as
CLI
Used for
  • compare token efficiency against other operators on leaderboards
  • calculate yield by pasting token counts
  • scan local sessions with the npx sigrank tool
read off signalaf.com on Oct 21, 2026
Worth knowingcomputed from what we read · each with its source
Pricingpricing page, read Oct 21, 2026

Price not read

The companyeach fact with its source · read Oct 21, 2026
  • Domain since2025domain registered
  • HeadquartersBuffalo, USper their site
Your datawhat they publish, each line with its page · read Oct 21, 2026

These are SigRank SignalAF's own statements, read from its pages. We did not audit them. A line that is missing was not found on the pages we read; it does not mean the practice is absent.

How a program reaches itfound, not claimed · read Oct 21, 2026
  • MCP servercom.signalaf/contribution-exchangeverified in the MCP registry
  • Stateanswers, 6 toolschecked 2026-10-21
  • Address to connectsignalaf.com/api/exchange/mcp
  • OpenAPI spec8 pathsthe spec ↗
  • API docssignalaf.com/developersthe vendor's page ↗
  • MCP docssignalaf.com/share/mcpthe vendor's page ↗

MCP server details →

This card as JSON, for your agent →

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.

Alternatives in Developer toolsby use, among tools still maintained

Figure and bar: visits/mo, estimate · year: online since

Compare SigRank SignalAF with

Pick up to two.

All 10 alternatives to SigRank SignalAF →

All Developer tools tools →

Not it? Say what you need

beta

Three tools from the Atlas for the job you describe, each with what fits and what does not.

From people who use itnot part of the reading

No notes yet. What do you use SigRank SignalAF for?

Sign in to leave a note
Questions this page answers
  • What is SigRank SignalAF?

    Measures token usage from AI coding tools such as Claude Code and Cursor and ranks operators on a leaderboard, using token counts only. It is listed in the Atlas under Developer tools and made by Ello Cello LLC.

  • Who is SigRank SignalAF for?

    Individual AI coding users who want to benchmark their token efficiency across tools like Claude Code and Cursor.

  • Do people use SigRank SignalAF?

    Little sign of use: ≈ 1 visits/mo · estimate, 2026-10.

  • Is SigRank SignalAF still maintained?

    Actively maintained: site updated 3 days ago.

  • Who owns SigRank SignalAF?

    SigRank SignalAF is run by Ello Cello LLC, per its privacy policy (2026-10-21).

  • What are alternatives to SigRank SignalAF?

    In Developer tools, by use: PolicyLayer, ClaudeAPIKey.dev, AI Prime Tech, CodeBurn, Weave, CCClub.

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk