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ModelCap

New & trending discoveries

Fast public signals can surface a model before its identity or capability evidence is ready. Every candidate stays in an explicit operational state; attention velocity never becomes a ModelCap rank. Known packaging and companion artifacts stay visible as explained exclusions. Unresolved identities remain queued for automatic retries; source failures and missing evidence are not treated as completed work.

Updated 7 Nov 2026, 17:13 UTC

Discovery state summary

Awaiting ingestion
1
Seen in a discovery source but not yet admitted to the catalogue.
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Automatic retry
183
Unresolved source inputs stay queued for automatic rechecks, with the reason preserved.
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Excluded from ranking
36
Known packaging, companion or other nonrankable artifacts, with an explicit reason.
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No Index position
143
Catalogued identity without a separate public ModelCap Index position.
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Archived rank
100
Exact catalogue identity with an all-versions rank, but no current-board position.
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Catalogued & positioned
135
Catalogue identity with a verified current public position.
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Candidate feed

New and rising attention first · 598 matching · page 3 of 13

ByteDance Seed: Seed 1.6 Flash

ByteDance Seed

First observed 23 Dec 2025 · last observed 7 Nov 2026

Catalogued · No Index position
Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

ByteDance: UI-TARS 7B

ByteDance

Official publisher release

First observed 22 Jul 2025 · last observed 7 Nov 2026

Catalogued · No Index position
Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

Cohere: North Mini Code (free)

Cohere

Official publisher release

First observed 17 Jun 2026 · last observed 7 Nov 2026

Catalogued · Current #233
Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

DeepSeek: DeepSeek V3.2 Exp

DeepSeek

Official publisher release

First observed 29 Sept 2025 · last observed 7 Nov 2026

Catalogued · All versions #132
Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

Dots Studio: Dots3-Note Preview (free)

Dots Studio

First observed 14 Aug 2026 · last observed 7 Nov 2026

Catalogued · Current #89
Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

Discovery source health