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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, 19:03 UTC

Discovery state summary

Awaiting ingestion
106
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.
Showing this state
No Index position
151
Catalogued identity without a separate public ModelCap Index position.
View this state
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

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New and rising attention first · 27 matching · page 1 of 1

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 · 3 positions· source position #56

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

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

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 · 1 position· source position #43

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

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

Rising · 1 position· source position #27

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

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

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

Rising · 1 position· source position #29

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

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

Steady· 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/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

Steady· source position #48

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

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

Steady· 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

Steady· 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.

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.

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.

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.

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.

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

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.

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.

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.

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

Cooling · 4 positions· source position #59

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

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 · 2 positions· source position #49

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.

meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8

Meta

First observed 6 Aug 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

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.

NousResearch/Hermes-3-Llama-3.1-70B

NousResearch

First observed 6 Aug 2026 · last observed 22 Sept 2026

Excluded from ranking

Source metadata identifies a derivative of another model

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/NVIDIA-Nemotron-3-Ultra-550B-A55B-NVFP4

NVIDIA

First observed 6 Aug 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

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.

prism-ml/Ternary-Bonsai-27B-AWQ-4bit

Prism Ml

First observed 6 Aug 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

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.

prism-ml/Ternary-Bonsai-27B-gguf

Prism Ml

First observed 6 Aug 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

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.

zai-org/GLM-4.5V-FP8

Zai Org

First observed 6 Aug 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

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.

zai-org/GLM-4.6V-FP8

Zai Org

First observed 6 Aug 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

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.

zai-org/GLM-5.2-FP8

Zai Org

First observed 6 Aug 2026 · last observed 22 Sept 2026

Excluded from ranking

Quantized packaging is not a separate model peer

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.

zai-org/GLM-5.3-BF16

Zai Org

First observed 28 Aug 2026 · last observed 22 Sept 2026

Excluded from ranking

Source metadata identifies a derivative of another model

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.

zai-org/GLM-5.3-Flash-BF16

Zai Org

First observed 26 Aug 2026 · last observed 22 Sept 2026

Excluded from ranking

Source metadata identifies a derivative of another model

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