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.

Snapshot 8 Aug 2026, 02:30 UTC

Awaiting ingestion: 3; Seen in a discovery source but not yet admitted to the catalogue.; View this state
Identity review: 81; Possible cross-source identity held back until the match is exact.; View this state
Awaiting evidence: 166; Catalogued identity without sufficient admitted capability evidence.; View this state
Archived rank: 78; Exact catalogue identity with an all-versions rank, but no current-board position.; View this state
Catalogued & ranked: 95; Exact catalogue identity with an admitted public ModelCap rank.; View this state

Candidate feed

New and rising attention first · 423 matching · page 2 of 9

Ling-3.0-flash

InclusionAI

First observed 23 Jul 2026 · last observed 8 Aug 2026

Catalogued · Awaiting evidence

Steady· source position #4

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

Provenance

Hugging Face trending · source position #4 · 8 Aug 2026 (opens in a new tab)inclusionAI/Ling-3.0-flash
OpenRouter · 8 Aug 2026 (opens in a new tab)inclusionai/ling-3.0-flash

View catalogued model

Kwaipilot/KAT-Coder-V2.5-Dev

Kwaipilot

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Steady· source position #7

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

Provenance

Hugging Face trending · source position #7 · 8 Aug 2026 (opens in a new tab)Kwaipilot/KAT-Coder-V2.5-Dev

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

Meta: Llama 3.1 8B Instruct

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)meta-llama/Llama-3.1-8B-Instruct
Hugging Face trending · source position #11 · 8 Aug 2026 (opens in a new tab)meta-llama/Llama-3.1-8B-Instruct
OpenRouter · 8 Aug 2026 (opens in a new tab)meta-llama/llama-3.1-8b-instruct

View catalogued model

meta-llama/Meta-Llama-3-8B-Instruct

Provenance

Hugging Face trending · source position #78 · 8 Aug 2026 (opens in a new tab)meta-llama/Meta-Llama-3-8B-Instruct

View catalogued model

microsoft/Phi-3.5-mini-instruct

Microsoft

First observed 6 Aug 2026 · last observed 8 Aug 2026

Catalogued · Awaiting evidence

Steady· source position #19

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

Provenance

Hugging Face trending · source position #19 · 8 Aug 2026 (opens in a new tab)microsoft/Phi-3.5-mini-instruct

View catalogued model

openbmb/MiniCPM5-1B

Openbmb

First observed 6 Aug 2026 · last observed 8 Aug 2026

Catalogued · Awaiting evidence

Steady· source position #74

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

Provenance

Hugging Face trending · source position #74 · 8 Aug 2026 (opens in a new tab)openbmb/MiniCPM5-1B

View catalogued model

Poolside: Laguna S 2.1

Poolside

First observed 21 Jul 2026 · last observed 8 Aug 2026

Catalogued · Awaiting evidence

Steady· source position #17

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

Provenance

Hugging Face trending · source position #17 · 8 Aug 2026 (opens in a new tab)poolside/Laguna-S-2.1
OpenRouter · 8 Aug 2026 (opens in a new tab)poolside/laguna-s-2.1

View catalogued model

Z.ai: GLM 4.7 Flash

Z.ai

First observed 19 Jan 2026 · last observed 8 Aug 2026

Catalogued · Ranked #52

Steady· source position #128

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)zai-org/GLM-4.7-Flash
Hugging Face trending · source position #128 · 8 Aug 2026 (opens in a new tab)zai-org/GLM-4.7-Flash
OpenRouter · 8 Aug 2026 (opens in a new tab)z-ai/glm-4.7-flash

View catalogued model

ctgt-inc/gpt-oss-20b-finance

Ctgt Inc

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Cooling · 34 positions· source position #157

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

Provenance

Hugging Face trending · source position #157 · 8 Aug 2026 (opens in a new tab)ctgt-inc/gpt-oss-20b-finance

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

ornith-ai/Ornith-1.0-9B

Ornith Ai

First observed 6 Aug 2026 · last observed 8 Aug 2026

Catalogued · Awaiting evidence

Cooling · 6 positions· source position #104

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

Provenance

Hugging Face trending · source position #104 · 8 Aug 2026 (opens in a new tab)ornith-ai/Ornith-1.0-9B

View catalogued model

upstage/Solar-Open2-250B

Upstage

First observed 6 Aug 2026 · last observed 8 Aug 2026

Catalogued · Awaiting evidence

Cooling · 6 positions· source position #89

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

Provenance

Hugging Face trending · source position #89 · 8 Aug 2026 (opens in a new tab)upstage/Solar-Open2-250B

View catalogued model

meituan-longcat/LongCat-Flash-Lite-Sparse

Meituan Longcat

First observed 6 Aug 2026 · last observed 8 Aug 2026

Catalogued · Awaiting evidence

Cooling · 3 positions· source position #25

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

Provenance

Hugging Face trending · source position #25 · 8 Aug 2026 (opens in a new tab)meituan-longcat/LongCat-Flash-Lite-Sparse

View catalogued model

antirez/deepseek-v4-gguf

antirez

First observed 7 Aug 2026 · last observed 8 Aug 2026

Identity review

Cooling · 2 positions· source position #16

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

Provenance

Hugging Face trending · source position #16 · 8 Aug 2026 (opens in a new tab)antirez/deepseek-v4-gguf

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

XYZAILab/XYZ-Aquila-mini

XYZAILab

First observed 7 Aug 2026 · last observed 8 Aug 2026

Identity review

Cooling · 2 positions· source position #20

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

Provenance

Hugging Face trending · source position #20 · 8 Aug 2026 (opens in a new tab)XYZAILab/XYZ-Aquila-mini

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

LiquidAI/LFM2.5-2.6B-Base

LiquidAI

First observed 6 Aug 2026 · last observed 8 Aug 2026

Catalogued · Awaiting evidence

Cooling · 2 positions· source position #35

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

Provenance

Hugging Face trending · source position #35 · 8 Aug 2026 (opens in a new tab)LiquidAI/LFM2.5-2.6B-Base

View catalogued model

Akahsizrr/fuse-1-Lite

Akahsizrr

First observed 7 Aug 2026 · last observed 8 Aug 2026

Identity review

Cooling · 1 position· source position #13

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

Provenance

Hugging Face trending · source position #13 · 8 Aug 2026 (opens in a new tab)Akahsizrr/fuse-1-Lite

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

EschaLabs/Qwen3.6-35B-A3B-Escha-W2

EschaLabs

First observed 7 Aug 2026 · last observed 8 Aug 2026

Identity review

Cooling · 1 position· source position #9

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

Provenance

Hugging Face trending · source position #9 · 8 Aug 2026 (opens in a new tab)EschaLabs/Qwen3.6-35B-A3B-Escha-W2

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

SupraLabs/Supra2-100M-Instruct

SupraLabs

First observed 7 Aug 2026 · last observed 8 Aug 2026

Identity review

Cooling · 1 position· source position #37

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

Provenance

Hugging Face trending · source position #37 · 8 Aug 2026 (opens in a new tab)SupraLabs/Supra2-100M-Instruct

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

amd/Instella-MoE-16B-A3B-Think

Amd

First observed 6 Aug 2026 · last observed 8 Aug 2026

Catalogued · Awaiting evidence

Cooling · 1 position· source position #27

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

Provenance

Hugging Face trending · source position #27 · 8 Aug 2026 (opens in a new tab)amd/Instella-MoE-16B-A3B-Think

View catalogued model

LGAI-EXAONE/K-EXAONE-2.0-750B-A37B

LGAI EXAONE

First observed 6 Aug 2026 · last observed 8 Aug 2026

Catalogued · Awaiting evidence

Cooling · 1 position· source position #30

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

Provenance

Hugging Face trending · source position #30 · 8 Aug 2026 (opens in a new tab)LGAI-EXAONE/K-EXAONE-2.0-750B-A37B

View catalogued model

Qwen: Qwen2.5 7B Instruct

Qwen

First observed 16 Oct 2024 · last observed 8 Aug 2026

Catalogued · Awaiting evidence

Cooling · 1 position· source position #14

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)Qwen/Qwen2.5-7B-Instruct
Hugging Face trending · source position #14 · 8 Aug 2026 (opens in a new tab)Qwen/Qwen2.5-7B-Instruct
OpenRouter · 8 Aug 2026 (opens in a new tab)qwen/qwen-2.5-7b-instruct

View catalogued model

SupraLabs/Supra2-100M-Base

SupraLabs

First observed 6 Aug 2026 · last observed 8 Aug 2026

Catalogued · Awaiting evidence

Cooling · 1 position· source position #53

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

Provenance

Hugging Face trending · source position #53 · 8 Aug 2026 (opens in a new tab)SupraLabs/Supra2-100M-Base

View catalogued model

Z.ai: GLM 5.2

Z.ai

First observed 16 Jun 2026 · last observed 8 Aug 2026

Catalogued · Ranked #14

Cooling · 1 position· source position #6

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)zai-org/GLM-5.2
Hugging Face trending · source position #6 · 8 Aug 2026 (opens in a new tab)zai-org/GLM-5.2
OpenRouter · 8 Aug 2026 (opens in a new tab)z-ai/glm-5.2

View catalogued model

AmberYifan/capsd-opc-dedup-marin-8b-base-code_ppl_b20000_s0

AmberYifan

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #7 · 8 Aug 2026 (opens in a new tab)AmberYifan/capsd-opc-dedup-marin-8b-base-code_ppl_b20000_s0

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

ariacompute/qwen3.5-2b_q4

ariacompute

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #14 · 8 Aug 2026 (opens in a new tab)ariacompute/qwen3.5-2b_q4

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

axiom-of-choice/gemma-3-4b-es-reasoning-qlora

axiom-of-choice

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #4 · 8 Aug 2026 (opens in a new tab)axiom-of-choice/gemma-3-4b-es-reasoning-qlora

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

axiom-of-choice/qwen3-4b-es-reasoning-qlora

axiom-of-choice

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #1 · 8 Aug 2026 (opens in a new tab)axiom-of-choice/qwen3-4b-es-reasoning-qlora

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

DexterSptizu/Mamba-7B-Reasoning

DexterSptizu

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #5 · 8 Aug 2026 (opens in a new tab)DexterSptizu/Mamba-7B-Reasoning

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

gkjgkgdfoiufea/DeepSeek-V4-Flash

gkjgkgdfoiufea

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #8 · 8 Aug 2026 (opens in a new tab)gkjgkgdfoiufea/DeepSeek-V4-Flash

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

inclusionAI/Ling-2.6-1T

inclusionAI

First observed 6 Aug 2026 · last observed 8 Aug 2026

Awaiting ingestion

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)inclusionAI/Ling-2.6-1T

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

lunaarclabs/Parable-Qwen3-4B-Claude-Fable-5-GGUF

lunaarclabs

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #9 · 8 Aug 2026 (opens in a new tab)lunaarclabs/Parable-Qwen3-4B-Claude-Fable-5-GGUF

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

MiniMaxAI/MiniMax-M3

MiniMaxAI

First observed 6 Aug 2026 · last observed 8 Aug 2026

Awaiting ingestion

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)MiniMaxAI/MiniMax-M3

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

sdasdddba/Llama-3.2-3B-DareFightingICE-2026-Zoning

sdasdddba

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #26 · 8 Aug 2026 (opens in a new tab)sdasdddba/Llama-3.2-3B-DareFightingICE-2026-Zoning

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

Sudhanshu1985/slm-500m-rlaif

Sudhanshu1985

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #32 · 8 Aug 2026 (opens in a new tab)Sudhanshu1985/slm-500m-rlaif

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

unconst/Affine-5czsc2fc98-h46-lora

unconst

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #28 · 8 Aug 2026 (opens in a new tab)unconst/Affine-5czsc2fc98-h46-lora

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

unconst/Affine-5czsc2fc98-h46-merged

unconst

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #29 · 8 Aug 2026 (opens in a new tab)unconst/Affine-5czsc2fc98-h46-merged

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

unconst/Affine-5czsc2fc98-h47-lora

unconst

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #25 · 8 Aug 2026 (opens in a new tab)unconst/Affine-5czsc2fc98-h47-lora

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

unconst/Affine-5czsc2fc98-h47-merged

unconst

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #24 · 8 Aug 2026 (opens in a new tab)unconst/Affine-5czsc2fc98-h47-merged

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

unconst/Affine-5czsc2fc98-h48-lora

unconst

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #22 · 8 Aug 2026 (opens in a new tab)unconst/Affine-5czsc2fc98-h48-lora

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

unconst/Affine-5czsc2fc98-h48-merged

unconst

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #23 · 8 Aug 2026 (opens in a new tab)unconst/Affine-5czsc2fc98-h48-merged

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

yethdev/gemma3-270m-manumit-v1-GGUF

yethdev

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #20 · 8 Aug 2026 (opens in a new tab)yethdev/gemma3-270m-manumit-v1-GGUF

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

yethdev/granite-4.1-3b-manumit-v1-GGUF

yethdev

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #19 · 8 Aug 2026 (opens in a new tab)yethdev/granite-4.1-3b-manumit-v1-GGUF

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

yethdev/lfm2.5-1.2b-instruct-manumit-v1-GGUF

yethdev

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #18 · 8 Aug 2026 (opens in a new tab)yethdev/lfm2.5-1.2b-instruct-manumit-v1-GGUF

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

yethdev/lfm2.5-1.2b-thinking-manumit-v1-GGUF

yethdev

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #17 · 8 Aug 2026 (opens in a new tab)yethdev/lfm2.5-1.2b-thinking-manumit-v1-GGUF

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

yethdev/lfm2.5-2.6b-manumit-v1-GGUF

yethdev

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #13 · 8 Aug 2026 (opens in a new tab)yethdev/lfm2.5-2.6b-manumit-v1-GGUF

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

yethdev/lfm2.5-230m-manumit-v1-GGUF

yethdev

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #11 · 8 Aug 2026 (opens in a new tab)yethdev/lfm2.5-230m-manumit-v1-GGUF

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

yethdev/lfm2.5-350m-manumit-v1-GGUF

yethdev

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #12 · 8 Aug 2026 (opens in a new tab)yethdev/lfm2.5-350m-manumit-v1-GGUF

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

yethdev/llama3.1-8b-manumit-v1-GGUF

yethdev

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #21 · 8 Aug 2026 (opens in a new tab)yethdev/llama3.1-8b-manumit-v1-GGUF

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

New & trending discoveries

Discovery state summary

Candidate feed

Ling-3.0-flash

Provenance

Kwaipilot/KAT-Coder-V2.5-Dev

Provenance

Meta: Llama 3.1 8B Instruct

Provenance

meta-llama/Meta-Llama-3-8B-Instruct

Provenance

microsoft/Phi-3.5-mini-instruct

Provenance

openbmb/MiniCPM5-1B

Provenance

Poolside: Laguna S 2.1

Provenance

Z.ai: GLM 4.7 Flash

Provenance

ctgt-inc/gpt-oss-20b-finance

Provenance

ornith-ai/Ornith-1.0-9B

Provenance

upstage/Solar-Open2-250B

Provenance

meituan-longcat/LongCat-Flash-Lite-Sparse

Provenance

antirez/deepseek-v4-gguf

Provenance

XYZAILab/XYZ-Aquila-mini

Provenance

LiquidAI/LFM2.5-2.6B-Base

Provenance

Akahsizrr/fuse-1-Lite

Provenance

EschaLabs/Qwen3.6-35B-A3B-Escha-W2

Provenance

SupraLabs/Supra2-100M-Instruct

Provenance

amd/Instella-MoE-16B-A3B-Think

Provenance

LGAI-EXAONE/K-EXAONE-2.0-750B-A37B

Provenance

Qwen: Qwen2.5 7B Instruct

Provenance

SupraLabs/Supra2-100M-Base

Provenance

Z.ai: GLM 5.2

Provenance

AmberYifan/capsd-opc-dedup-marin-8b-base-code_ppl_b20000_s0

Provenance

ariacompute/qwen3.5-2b_q4

Provenance

axiom-of-choice/gemma-3-4b-es-reasoning-qlora

Provenance

axiom-of-choice/qwen3-4b-es-reasoning-qlora

Provenance

DexterSptizu/Mamba-7B-Reasoning

Provenance

gkjgkgdfoiufea/DeepSeek-V4-Flash

Provenance

inclusionAI/Ling-2.6-1T

Provenance

lunaarclabs/Parable-Qwen3-4B-Claude-Fable-5-GGUF

Provenance

MiniMaxAI/MiniMax-M3

Provenance

sdasdddba/Llama-3.2-3B-DareFightingICE-2026-Zoning

Provenance

Sudhanshu1985/slm-500m-rlaif

Provenance

unconst/Affine-5czsc2fc98-h46-lora

Provenance

unconst/Affine-5czsc2fc98-h46-merged

Provenance

unconst/Affine-5czsc2fc98-h47-lora

Provenance

unconst/Affine-5czsc2fc98-h47-merged

Provenance

unconst/Affine-5czsc2fc98-h48-lora