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Knight Rating · Artificial Analysis source · Freshness shown

AI Rankings.
One rating. The whole field.

Source-attributed mirror of Artificial Analysis. The Knight Rating is their intelligence index normalized to 0–100; tied scores keep AA's native API order. Coding, speed, and cost are shown for context, not weighted. The exact source-observation time and freshness state appear below.

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Models tracked
6
Categories
≤ 1h
Freshness window
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Last refresh
# Model Knight Rating Intel. Speed Cost Coding Δ
Loading Knight Rating board…
Source & Method

One source. Mirrored.

The Knight Rating is a faithful mirror of Artificial Analysis's Intelligence Index, normalized to 0–100. The board identifies the source observation and flags stale fallback data while coding, speed, and cost remain context columns — never a hidden reweighting.

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How this runs

The Knight Rating method.

  1. 01

    Pull

    The Google runtime requests the Artificial Analysis API and records the exact source-observation time. Any observation older than one hour is visibly marked delayed.

  2. 02

    Normalize

    AA's Intelligence Index is rescaled to a clean 0–100 Knight Rating. Coding, throughput, and blended price each get their own 0–100 context column.

  3. 03

    Classify

    Every model is tagged open vs. closed and frontier vs. not, then deduped to a single canonical row.

  4. 04

    Rank

    Models sort by Knight Rating; ties keep AA's native order, so the board stays in lockstep with their site. Coding, speed, and cost are shown for context — never reweighted into the score.

  5. 05

    Cache & serve

    The board is cached at the edge and mirrored to a last-good store, so it stays fast and never goes blank — even if AA is briefly down.

Use The Data

Open by default.

The full board is a public JSON endpoint under CC BY 4.0. Query it, cite it, or drop the live Top 10 onto your own site.

JSON API 
curl https://api.knightaiav.com/api/rankings?archetype=llm

Swap llm for text_to_image, text_to_video, image_editing, image_to_video, or text_to_speech. Per-model history lives at https://api.knightaiav.com/api/rankings-history?archetype=llm&id=<model-id>.

Embed widget 
<iframe src="https://knightaiav.com/embed/rankings.html"
        width="100%" height="560" loading="lazy"
        style="border:0;border-radius:12px;max-width:520px"></iframe>

A self-contained, auto-refreshing Top 10 that always mirrors this board. Preview the widget →