Not directly. SleekRank renders from your data source. If the sheet is updated by a scraper hitting the MTEB leaderboard or by your editorial team on a regular cadence, the new scores flow through on the next cache cycle. The data acquisition layer lives upstream of SleekRank, which renders whatever is current in the source consistently across solo and pair pages.

Both page groups read from the models sheet. The pairs group joins two rows at render time using a slug pair from a pairs sheet. A change to a model row updates every page that references the model, including per-model, pair, and any category roll-ups, after the cache window expires.

Define another page group with a different URL pattern, source from the same sheet, and filter on language or domain columns. A /embeddings/multilingual/ landing page becomes its own SEO target, with intro copy on the base page and the matching subset rendered from the source. The same approach works for open-weight or code-specific cuts.

Yes. Add an open_weight flag and a side dataset keyed by model slug listing hosts, hardware tiers, and per-hour or per-million-token pricing. The template renders a hosts table beneath the headline pricing block, joined at render time, so BGE, GTE, and other open-weight families render cleanly without splitting into multiple rows.

Yes. The pairs sheet has its own verdict column. The per-model verdicts handle solo pages, and the pair verdict drives head-to-heads. If a pair row's verdict is empty, the template can fall back to a templated summary built from the two model rows' verdict snippets. Either way, you control the wording per pair when the comparison deserves it.

Add a deprecated flag and a successor_slug column. The template can render a deprecation banner via selector mapping when the flag is true, and the successor field links to the recommended replacement. Or drop the row entirely so the URL stops generating, and add a 301 redirect to the successor to preserve link equity for backlinks.

Yes. Map an image URL column to og:image with the meta type, so each per-model page renders its own social card. For per-pair pages, you can render both vendor logos side by side. Pairing with SleekPixel lets the OG image render on the fly from the row data, overlaying model name, dimensions, and MTEB on a styled background.

Store benchmark_date next to the score column and render a small freshness pill on each page that reads from it. Readers can see when the score was captured, and an automated update job can rewrite older rows when a refresh runs. The whole catalog stays auditable without a separate methodology page per model.