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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, 18:16 UTC

Discovery state summary

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

Candidate feed

New and rising attention first · 598 matching · page 10 of 13

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.

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.

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.

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.

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.

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.

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

amd/Qwen3.8-Flash-Next-Quark-MXFP4-AttnFP8-PLEFP8

amd

First observed 2 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.

EleutherAI/olmo3-7b-sdf-sft-clean150

EleutherAI

First observed 29 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.

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

inclusionAI/ZwZ2-27B

inclusionAI

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.

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

inclusionAI/ZwZ2-4B

inclusionAI

First observed 27 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.

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

inclusionAI/ZwZ2-9B

inclusionAI

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.

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

KordAI/III-tinystories

KordAI

First observed 5 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.

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

lightonai/SASS-LFM2.5-1.2B-Weighted-SFT-ColGREP

lightonai

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.

lightonai/SASS-LFM2.5-1.2B-Weighted-SFT-GREP

lightonai

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.

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

lightonai/SASS-MiniCPM5-1B-Weighted-SFT-ColGREP

lightonai

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.

lightonai/SASS-MiniCPM5-1B-Weighted-SFT-GREP

lightonai

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.

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

lightonai/SASS-Qwen3-1.7B-RL-FileF1-TurnPenalty-ColGREP

lightonai

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.

lightonai/SASS-Qwen3-1.7B-RL-FileF1-TurnPenalty-GREP

lightonai

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.

lightonai/SASS-Qwen3-1.7B-Weighted-SFT-ColGREP

lightonai

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.

lightonai/SASS-Qwen3-1.7B-Weighted-SFT-GREP

lightonai

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.

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

microsoft/UserLM-2.0

microsoft

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.

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

Nanbeige/Nanbeige4.3-33B-FP8

Nanbeige

First observed 1 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.

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

Nanbeige/Nanbeige4.3-33B-INT4

Nanbeige

First observed 1 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.

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

Nanbeige/Nanbeige4.3-33B-INT8

Nanbeige

First observed 1 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.

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

nex-agi/Nex-N2.5-Pro-DFlash

nex-agi

First observed 29 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.

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

sensenova/SenseNova-U1.5-8B-MoT-TailSteer

sensenova

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.

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

SlayerLab/Slayer-149M-Decision-v1

SlayerLab

First observed 15 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.

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

SlayerLab/Slayer149-ARC

SlayerLab

First observed 13 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.

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

SlayerLab/Slayer149-Balanced-ARC-E-ft-45500

SlayerLab

First observed 27 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.

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

SlayerLab/Slayer149-Balanced-ARC-E-ft-v2

SlayerLab

First observed 11 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.

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

BSC-LT/salamandra-7b-fc-2610-evo

BSC-LT

First observed 27 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.

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

darkc0de/NVIDIA-Nemotron-3.5-Bolt-E4B-BF16-heretic

darkc0de

First observed 24 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.

darkc0de/XORTRON-AgentRICO

darkc0de

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.

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

DedeProGames/GPT-U-20M-Instruct

DedeProGames

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.

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

Agnes-AI/Agnes-3.0-Qwen

Agnes-AI

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.

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

bench-labs/cagliostro-v3.5-chat

bench-labs

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.

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

bench-labs/pulvis-v1

bench-labs

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.

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

bench-labs/tinctura-v1

bench-labs

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.

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

TaichuAI/ZDTaichu5.0-9B-DSpark

TaichuAI

First observed 29 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.

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

TaichuAI/ZDTaichu5.0-9B-FP8

TaichuAI

First observed 30 Sept 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.

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

TaichuAI/ZDTaichu5.0-9B-NVFP4

TaichuAI

First observed 27 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.

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

XHToken/Spark-X2.6-1.7B-FP8

XHToken

First observed 27 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.

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

XHToken/Spark-X2.6-1.7B-INT4

XHToken

First observed 27 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.

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

XHToken/Spark-X2.6-1.7B-INT8

XHToken

First observed 27 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.

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

XHToken/Spark-X2.6-4B-INT8

XHToken

First observed 20 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.

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

XingChen-AGI/Xing4.0-29B-Intent-FP8

XingChen-AGI

First observed 19 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.

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

yandex/Yandex-8B-WMT26

yandex

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.

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

zgcagi/ZGCM-1-7B-Midtrain-Staged-16K

zgcagi

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.

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

Discovery source health