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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 22 Sept 2026, 17:37 UTC

Discovery state summary

Awaiting ingestion
102
Seen in a discovery source but not yet admitted to the catalogue.
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Automatic retry
80
Unresolved source inputs stay queued for automatic rechecks, with the reason preserved.
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Excluded from ranking
27
Known packaging, companion or other nonrankable artifacts, with an explicit reason.
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No Index position
151
Catalogued identity without a separate public ModelCap Index position.
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Archived rank
97
Exact catalogue identity with an all-versions rank, but no current-board position.
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Catalogued & positioned
124
Catalogue identity with a verified current public position.
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Candidate feed

New and rising attention first · 581 matching · page 1 of 13

Qwen: Qwen3.5-9B

Qwen

Official publisher release

First observed 10 Mar 2026 · last observed 22 Sept 2026

Catalogued · Current #114
Rising · 4 positions· source position #154

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

Provenance

View catalogued model

empero-ai/Qwen3.8-35B-A3B-Distill-GGUF

empero-ai

First observed 19 Sept 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Rising · 3 positions· source position #44

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.

AikidoSec/altar-1

AikidoSec

First observed 22 Sept 2026 · last observed 22 Sept 2026

Automatic retry

Identity is unresolved; automatic checks will retry when source evidence is available

Rising · 1 position· source position #41

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.

dealignai/Bonsai-2-27B-Ternary-CRACK-GGUF

dealignai

First observed 19 Sept 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Rising · 1 position· source position #48

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.

orcarouter/Qwen3.8-27B-Uncensored-GGUF

orcarouter

First observed 18 Aug 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Rising · 1 position· source position #59

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.

ISTA-DASLab/Qwen3.8-27B-GSQ-RCO-GGUF

ISTA-DASLab

First observed 31 Aug 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Steady· source position #12

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.

ISTA-DASLab/Qwen3.8-Flash-Next-GSQ-RCO-GGUF

ISTA-DASLab

First observed 17 Sept 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Steady· source position #25

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.

prism-ml/Ternary-Bonsai-2-27B-mlx-2bit

prism-ml

First observed 19 Sept 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Steady· source position #18

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.

Accio-Lab/occamy-1.0

Accio Lab

First observed 16 Sept 2026 · last observed 22 Sept 2026

Excluded from ranking

Source metadata identifies a derivative of another model

Steady· source position #55

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.

Altworld/Hemmingway-1

Altworld

First observed 20 Sept 2026 · last observed 22 Sept 2026

Excluded from ranking

Source metadata identifies a derivative of another model

Steady· source position #10

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.

Cactus-Compute/needle3

Cactus Compute

First observed 19 Sept 2026 · last observed 22 Sept 2026

Automatic retry

Identity is unresolved; automatic checks will retry when source evidence is available

Steady· source position #31

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.

DeepSeek: DeepSeek V4.1 Flash

DeepSeek

Official publisher release

First observed 10 Sept 2026 · last observed 22 Sept 2026

Catalogued · Current #19
Steady· source position #6

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

Provenance

View catalogued model

harshatheg/Qwen-2.5-1B-RLCD

Harshatheg

First observed 16 Sept 2026 · last observed 22 Sept 2026

Excluded from ranking

Source metadata identifies a derivative of another model

Steady· source position #9

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.

inclusionAI/Realtime-Venus

InclusionAI

First observed 19 Sept 2026 · last observed 22 Sept 2026

Automatic retry

Original release identity established; awaiting automatic catalogue ingestion

Steady· source position #100

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.

PrismML: Ternary Bonsai 2 27B

Prism Ml

First observed 18 Sept 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Steady· source position #2

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: Qwen3.6 35B A3B

Qwen

Official publisher release

First observed 27 Apr 2026 · last observed 22 Sept 2026

Catalogued · Current #67
Steady· source position #163

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

Provenance

View catalogued model

Qwen: Qwen3.8 27B

Qwen

Official publisher release

First observed 14 Aug 2026 · last observed 22 Sept 2026

Catalogued · Current #35
Steady· source position #7

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

Provenance

View catalogued model

TokenRhythm/NeoHorse-1-9B

TokenRhythm

First observed 17 Sept 2026 · last observed 22 Sept 2026

Excluded from ranking

Source metadata identifies a derivative of another model

Steady· source position #30

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.

ukisai/Swift-Qwen3.8-27b

Ukisai

First observed 21 Sept 2026 · last observed 22 Sept 2026

Excluded from ranking

Source metadata identifies a derivative of another model

Steady· source position #21

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.

Z.ai: GLM 5.3 Flash

Z.ai

Official publisher release

First observed 26 Aug 2026 · last observed 22 Sept 2026

Catalogued · Current #13
Steady· source position #38

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

Provenance

View catalogued model

OpenAI: gpt-oss-120b

OpenAI

Official publisher release

First observed 5 Aug 2025 · last observed 22 Sept 2026

Catalogued · Current #126
Cooling · 8 positions· source position #194

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

Provenance

View catalogued model

MoonshotAI: Kimi K3

Moonshot AI

Official publisher release

First observed 16 Jul 2026 · last observed 22 Sept 2026

Catalogued · Current #11
Cooling · 2 positions· source position #65

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

Provenance

View catalogued model

bench-labs/cagliostro-v3

bench-labs

First observed 22 Sept 2026 · last observed 22 Sept 2026

Awaiting ingestion
Cooling · 1 position· source position #198

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.

cyjin-yl/Qwen3.8-27B-Uncensored-Cyber-agentic-imatrix-GGUF

cyjin-yl

First observed 17 Sept 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Cooling · 1 position· source position #47

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.

DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NEO-CODER-MAX-MTP-GGUF

DavidAU

First observed 2 Sept 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Cooling · 1 position· source position #20

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.

dealignai/DeepSeek-V4.1-Flash-UNCENSORED-FP8

dealignai

First observed 13 Sept 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Cooling · 1 position· source position #46

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.

HauhauCS/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF

HauhauCS

First observed 18 Aug 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Cooling · 1 position· source position #42

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.

ukisai/Swift-Qwen3.8-27B-GGUF

ukisai

First observed 14 Sept 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Cooling · 1 position· source position #28

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.

Discovery source health