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Agent comparison

Gemini vs Grok

A same-input framework for comparing Gemini and Grok on research-style answers, multilingual tasks, source review, and consistency.

Use case: Research and content teams evaluating answer-oriented general assistants

Use case

Gemini vs Grok

Use one fixed, representative test set for research and content teams evaluating answer-oriented general assistants. Choose only after human review of accepted outputs, critical failures, and operating constraints.

Benchmark evidence

Sample outputs and scoring notes

Editorially reviewed decision framework. The metric table uses the dated AAA.win preview batch; model versions are not pinned and runs have not passed the reviewed-results publication gate, so it is not a product ranking.

MetricGemini MainGrok Main
Overall8075
Pass rate82%37%
Critical rate12%27%
Format pass100%78%
Win rate0%0%

Gemini Main

Reliable extraction profile with mixed localization performance.

80
literal_translationwrong_date_formatunsafe_refund_promise

Grok Main

Fast outputs with higher variance on business constraints.

75
unsafe_refund_promiseunsupported_claiminvalid_json
Version · v4.3.5-indexnow-proof-origin

Latest releases

IndexNow proof-origin protocol fix

Production Bing validation exposed HTTP 500 at the external root proof because TLS termination was followed by an internal rewrite using the wrong protocol. This release corrects that rewrite boundary, but remains unverified until the external proof returns HTTP 200, the automatic submission runs, a later canary returns HTTP 200, and the idempotent rerun passes.

IndexNow root-proof request compatibility

After v4.3.3, the exact root-level {key}.txt proof returned HTTP 200, but a full request carrying keyLocation still returned HTTP 403; a minimal homepage request with the same production key and no keyLocation returned HTTP 202. This release omits that field, while the automatic full run and idempotent rerun remain deployment checks.

IndexNow key-proof compatibility

Changed IndexNow verification to the official root-level {key}.txt convention after the first production notification returned HTTP 403; revalidation remains pending, while the website, sitemaps, and Bing sitemap processing are unaffected.

View all releases