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AgentTape index ranks AI models by usage, not just benchmarks

By PulseAugur Editorial · [1 sources] ·

A new open-source index called AgentTape ranks AI models based on a blend of benchmark performance, actual usage, cost, and speed. Currently, OpenAI's GPT-5 models dominate the top rankings, with GPT-5.5 specifically excelling in quality benchmarks but lagging in adoption due to its newness and price. The index aims to provide a more holistic view of model performance beyond theoretical benchmarks, reflecting real-world utility. AI

IMPACT Provides a new metric for evaluating AI models that balances benchmarks with real-world adoption and cost.

RANK_REASON The cluster describes a new open-source tool for ranking AI models, not a release from a frontier lab.

Read on r/OpenAI →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

AgentTape index ranks AI models by usage, not just benchmarks

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
The cluster describes a new open-source tool for ranking AI models, not a release from a frontier lab.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
product, other
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
124 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. r/OpenAI TIER_2 English(EN) · /u/Celestialien ·

    GPT-5.5 tops the benchmarks but sits at #22 for actual usage - I built a live index that tracks both (open source)

    <table> <tr><td> <a href="https://www.reddit.com/r/OpenAI/comments/1tn6m96/gpt55_tops_the_benchmarks_but_sits_at_22_for/"> <img alt="GPT-5.5 tops the benchmarks but sits at #22 for actual usage - I built a live index that tracks both (open source)" src="https://external-preview.r…

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