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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 2 of 13

nvidia/NVIDIA-Nemotron-Labs-Dory1.0-4B-BF16

NVIDIA

First observed 17 Oct 2026 · last observed 7 Nov 2026

Excluded from ranking

Source metadata identifies a derivative of another model

Cooling · 1 position· source position #107

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

Provenance

No model page is linked until the catalogue identity is exact.

Qwen: Qwen3.5-9B

Qwen

Official publisher release

First observed 10 Mar 2026 · last observed 7 Nov 2026

Catalogued · Current #155
Cooling · 1 position· source position #155

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

Provenance

View catalogued model

DedeProGames/DynamicMind-MoE-Instruct

DedeProGames

First observed 25 Oct 2026 · last observed 7 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

Trend pending

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

Provenance

No model page is linked until the catalogue identity is exact.

DedeProGames/Wisp-15M-Instruct

DedeProGames

First observed 25 Oct 2026 · last observed 7 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

Trend pending

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

Provenance

No model page is linked until the catalogue identity is exact.

DedeProGames/Wisp-5M-Instruct

DedeProGames

First observed 25 Oct 2026 · last observed 7 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

Trend pending

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

Provenance

No model page is linked until the catalogue identity is exact.

GrootTeam/Groot-19B-A3B-261023-FP8

GrootTeam

First observed 6 Nov 2026 · last observed 7 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

Trend pending

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

Provenance

No model page is linked until the catalogue identity is exact.

GrootTeam/Groot-19B-A3B-261023-NVFP4

GrootTeam

First observed 5 Nov 2026 · last observed 7 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

Trend pending

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

Provenance

No model page is linked until the catalogue identity is exact.

GrootTeam/Groot-238B-A18B-261023

GrootTeam

First observed 4 Nov 2026 · last observed 7 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

Trend pending

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

Provenance

No model page is linked until the catalogue identity is exact.

GrootTeam/Groot-280B-A16B-261023

GrootTeam

First observed 4 Nov 2026 · last observed 7 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

Trend pending

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

Provenance

No model page is linked until the catalogue identity is exact.

GrootTeam/Groot-65B-A6B-261023

GrootTeam

First observed 5 Nov 2026 · last observed 7 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

Trend pending

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

Provenance

No model page is linked until the catalogue identity is exact.

GrootTeam/Groot-65B-A6B-261023-FP8

GrootTeam

First observed 5 Nov 2026 · last observed 7 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

Trend pending

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

Provenance

No model page is linked until the catalogue identity is exact.

GrootTeam/Groot-65B-A6B-261023-NVFP4

GrootTeam

First observed 4 Nov 2026 · last observed 7 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

Trend pending

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

Provenance

No model page is linked until the catalogue identity is exact.

JetBrains/Mellum2.1-12B-A2.5B-Thinking-MTP

JetBrains

First observed 30 Oct 2026 · last observed 7 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

Trend pending

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

Provenance

No model page is linked until the catalogue identity is exact.

JetBrains/Qwen3.6-27B-DFlash2

JetBrains

First observed 28 Oct 2026 · last observed 7 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

Trend pending

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

Provenance

No model page is linked until the catalogue identity is exact.

nvidia/Qwen3-235B-A22B-Thinking-2507-FP4-Eagle3

nvidia

First observed 23 Sept 2026 · last observed 7 Nov 2026

Awaiting ingestion
Trend pending

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

Provenance

No model page is linked until the catalogue identity is exact.

tencent/Qwen3.8-27B-DSpine-b16

tencent

First observed 7 Nov 2026 · last observed 7 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

Trend pending

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

Provenance

No model page is linked until the catalogue identity is exact.

aisingapore/Nemotron-SEA-LION-v4.8-120B-A12B

Aisingapore

Official publisher release

First observed 19 Sept 2026 · 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

View catalogued model

Discovery source health