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publicity: ClawBench launch story / data points pitched to LMSYS, Anthropic, OpenAI, Google evaluator teams #191

@reacher-z

Description

@reacher-z

Problem

Frontier-model providers run their own evaluation suites for marketing claims. They don't currently include ClawBench results. Two reasons:

  1. We haven't pitched them.
  2. The path to "run our benchmark" wasn't frictionless. (Now it is — pip install clawbench-eval is on the homepage.)

A single mention in an Anthropic / OpenAI / Google model launch blog post would 10x our inbound traffic for that quarter.

Action

  1. Identify contacts at provider evaluator teams (model-card maintainers, internal eval leads):
    • Anthropic: model cards maintainers
    • OpenAI: evals team
    • Google DeepMind: Gemini model-card team
    • Alibaba / Z.AI / DeepSeek: open-source evaluator teams
  2. Pitch packet: 1-paragraph description + 4-stat snapshot (corpus, platforms, top model, two-stage methodology) + pip install clawbench-eval reproduction line + offer to help integrate
  3. Track outreach in a outreach/ directory: who, when, response, follow-up
  4. Once accepted, write a blog post ("ClawBench in Anthropic's Claude Sonnet 4.X model card") for compounding press

Acceptance

Why now

The publicity flywheel needs external validation, not just on-site polish. Provider mentions are the highest-leverage external validation available — and we've never explicitly tried to land one.

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