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.; Showing this state

Candidate feed

Clear state filter

New and rising attention first · 95 matching · page 1 of 2

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

NVIDIA

First observed 6 Aug 2026 · last observed 8 Aug 2026

Catalogued · Ranked #31

Rising · 7 positions· source position #151

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)nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-NVFP4
Hugging Face trending · source position #151 · 8 Aug 2026 (opens in a new tab)nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-NVFP4

View catalogued model

IBM: Granite 4.1 8B

IBM Granite

First observed 30 Apr 2026 · last observed 8 Aug 2026

Catalogued · Ranked #78

Rising · 6 positions· source position #184

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

Provenance

Hugging Face trending · source position #184 · 8 Aug 2026 (opens in a new tab)ibm-granite/granite-4.1-8b
OpenRouter · 8 Aug 2026 (opens in a new tab)ibm-granite/granite-4.1-8b

View catalogued model

Meta: Llama 3.2 3B Instruct

Meta

First observed 25 Sept 2024 · last observed 8 Aug 2026

Catalogued · Ranked #92

Rising · 5 positions· source position #145

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

Provenance

Hugging Face trending · source position #145 · 8 Aug 2026 (opens in a new tab)meta-llama/Llama-3.2-3B-Instruct
OpenRouter · 8 Aug 2026 (opens in a new tab)meta-llama/llama-3.2-3b-instruct

View catalogued model

OpenAI: gpt-oss-120b

OpenAI

First observed 5 Aug 2025 · last observed 8 Aug 2026

Catalogued · Ranked #60

Rising · 4 positions· source position #49

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)openai/gpt-oss-120b
Hugging Face trending · source position #49 · 8 Aug 2026 (opens in a new tab)openai/gpt-oss-120b
OpenRouter · 8 Aug 2026 (opens in a new tab)openai/gpt-oss-120b

View catalogued model

OpenAI: gpt-oss-20b

OpenAI

First observed 5 Aug 2025 · last observed 8 Aug 2026

Catalogued · Ranked #68

Rising · 4 positions· source position #69

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)openai/gpt-oss-20b
Hugging Face trending · source position #69 · 8 Aug 2026 (opens in a new tab)openai/gpt-oss-20b
OpenRouter · 8 Aug 2026 (opens in a new tab)openai/gpt-oss-20b

View catalogued model

Tencent: Hy3

Tencent

First observed 6 Jul 2026 · last observed 8 Aug 2026

Catalogued · Ranked #24

Rising · 1 position· source position #81

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)tencent/Hy3
Hugging Face trending · source position #81 · 8 Aug 2026 (opens in a new tab)tencent/Hy3
OpenRouter · 8 Aug 2026 (opens in a new tab)tencent/hy3

View catalogued model

DeepSeek: DeepSeek V4 Flash 0731

DeepSeek

First observed 31 Jul 2026 · last observed 8 Aug 2026

Catalogued · Ranked #76

Steady· source position #1

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)deepseek-ai/DeepSeek-V4-Flash-0731
Hugging Face trending · source position #1 · 8 Aug 2026 (opens in a new tab)deepseek-ai/DeepSeek-V4-Flash-0731
OpenRouter · 8 Aug 2026 (opens in a new tab)deepseek/deepseek-v4-flash-0731

View catalogued model

DeepSeek: DeepSeek V4 Pro

DeepSeek

First observed 24 Apr 2026 · last observed 8 Aug 2026

Catalogued · Ranked #16

Steady· source position #39

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)deepseek-ai/DeepSeek-V4-Pro
Hugging Face trending · source position #39 · 8 Aug 2026 (opens in a new tab)deepseek-ai/DeepSeek-V4-Pro
OpenRouter · 8 Aug 2026 (opens in a new tab)deepseek/deepseek-v4-pro

View catalogued model

Meta: Llama 3.1 8B Instruct

Meta

First observed 23 Jul 2024 · last observed 8 Aug 2026

Catalogued · Ranked #89

Steady· source position #11

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)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

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

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

AllenAI: Olmo 3 32B Think

Allen Institute

First observed 21 Nov 2025 · last observed 8 Aug 2026

Catalogued · Ranked #75

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)allenai/olmo-3-32b-think

View catalogued model

Amazon: Nova 2 Lite

Amazon

First observed 2 Dec 2025 · last observed 8 Aug 2026

Catalogued · Ranked #61

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)amazon/nova-2-lite-v1

View catalogued model

Amazon: Nova Micro 1.0

Amazon

First observed 5 Dec 2024 · last observed 8 Aug 2026

Catalogued · Ranked #84

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)amazon/nova-micro-v1

View catalogued model

Amazon: Nova Pro 1.0

Amazon

First observed 5 Dec 2024 · last observed 8 Aug 2026

Catalogued · Ranked #77

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)amazon/nova-pro-v1

View catalogued model

Anthropic: Claude Fable 5

Anthropic

First observed 9 Jun 2026 · last observed 8 Aug 2026

Catalogued · Ranked #1

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)anthropic/claude-fable-5

View catalogued model

Anthropic: Claude Haiku 4.5

Anthropic

First observed 15 Oct 2025 · last observed 8 Aug 2026

Catalogued · Ranked #40

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)anthropic/claude-haiku-4.5

View catalogued model

Claude Opus 5

Anthropic

First observed 24 Jul 2026 · last observed 8 Aug 2026

Catalogued · Ranked #2

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)anthropic/claude-opus-5

View catalogued model

Anthropic: Claude Sonnet 5

Anthropic

First observed 30 Jun 2026 · last observed 8 Aug 2026

Catalogued · Ranked #13

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)anthropic/claude-sonnet-5

View catalogued model

Arcee AI: Trinity Large Thinking

Arcee AI

First observed 1 Apr 2026 · last observed 8 Aug 2026

Catalogued · Ranked #53

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)arcee-ai/trinity-large-thinking

View catalogued model

Cohere: Command A

Cohere

First observed 13 Mar 2025 · last observed 8 Aug 2026

Catalogued · Ranked #56

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)CohereLabs/c4ai-command-a-03-2025
OpenRouter · 8 Aug 2026 (opens in a new tab)cohere/command-a

View catalogued model

Cohere: Command R (08-2024)

Cohere

First observed 30 Aug 2024 · last observed 8 Aug 2026

Catalogued · Ranked #82

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)cohere/command-r-08-2024

View catalogued model

Cohere: Command R+ (08-2024)

Cohere

First observed 30 Aug 2024 · last observed 8 Aug 2026

Catalogued · Ranked #80

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)cohere/command-r-plus-08-2024

View catalogued model

DeepSeek: R1 0528

DeepSeek

First observed 28 May 2025 · last observed 8 Aug 2026

Catalogued · Ranked #36

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)deepseek-ai/DeepSeek-R1-0528
OpenRouter · 8 Aug 2026 (opens in a new tab)deepseek/deepseek-r1-0528

View catalogued model

DeepSeek: DeepSeek V3.1 Terminus

DeepSeek

First observed 22 Sept 2025 · last observed 8 Aug 2026

Catalogued · Ranked #41

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)deepseek-ai/DeepSeek-V3.1-Terminus
OpenRouter · 8 Aug 2026 (opens in a new tab)deepseek/deepseek-v3.1-terminus

View catalogued model

DeepSeek: DeepSeek V3.2

DeepSeek

First observed 1 Dec 2025 · last observed 8 Aug 2026

Catalogued · Ranked #35

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)deepseek-ai/DeepSeek-V3.2
OpenRouter · 8 Aug 2026 (opens in a new tab)deepseek/deepseek-v3.2

View catalogued model

Google: Gemini 3.1 Pro Preview

Google

First observed 19 Feb 2026 · last observed 8 Aug 2026

Catalogued · Ranked #8

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)google/gemini-3.1-pro-preview

View catalogued model

Google: Gemini 3.5 Flash Lite

Google

First observed 21 Jul 2026 · last observed 8 Aug 2026

Catalogued · Ranked #20

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)google/gemini-3.5-flash-lite

View catalogued model

Google: Gemini 3.6 Flash

Google

First observed 21 Jul 2026 · last observed 8 Aug 2026

Catalogued · Ranked #9

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)google/gemini-3.6-flash

View catalogued model

Google: Gemma 3 12B

Google

First observed 13 Mar 2025 · last observed 8 Aug 2026

Catalogued · Ranked #67

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)google/gemma-3-12b-it
OpenRouter · 8 Aug 2026 (opens in a new tab)google/gemma-3-12b-it

View catalogued model

Google: Gemma 3 27B

Google

First observed 12 Mar 2025 · last observed 8 Aug 2026

Catalogued · Ranked #58

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)google/gemma-3-27b-it
OpenRouter · 8 Aug 2026 (opens in a new tab)google/gemma-3-27b-it

View catalogued model

Google: Gemma 3 4B

Google

First observed 13 Mar 2025 · last observed 8 Aug 2026

Catalogued · Ranked #79

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)google/gemma-3-4b-it
OpenRouter · 8 Aug 2026 (opens in a new tab)google/gemma-3-4b-it

View catalogued model

Google: Gemma 3n 4B

Google

First observed 20 May 2025 · last observed 8 Aug 2026

Catalogued · Ranked #73

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)google/gemma-3n-E4B-it
OpenRouter · 8 Aug 2026 (opens in a new tab)google/gemma-3n-e4b-it

View catalogued model

Google: Gemma 4 26B A4B

Google

First observed 3 Apr 2026 · last observed 8 Aug 2026

Catalogued · Ranked #27

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)google/gemma-4-26B-A4B-it
OpenRouter · 8 Aug 2026 (opens in a new tab)google/gemma-4-26b-a4b-it

View catalogued model

Google: Gemma 4 31B

Google

First observed 2 Apr 2026 · last observed 8 Aug 2026

Catalogued · Ranked #26

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)google/gemma-4-31B-it
OpenRouter · 8 Aug 2026 (opens in a new tab)google/gemma-4-31b-it

View catalogued model

Inception: Mercury 2

Inception Labs

First observed 4 Mar 2026 · last observed 8 Aug 2026

Catalogued · Ranked #62

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)inception/mercury-2

View catalogued model

Meta: Llama 3.2 1B Instruct

Meta

First observed 25 Sept 2024 · last observed 8 Aug 2026

Catalogued · Ranked #93

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)meta-llama/llama-3.2-1b-instruct

View catalogued model

Meta: Llama 3.3 70B Instruct

Meta

First observed 6 Dec 2024 · last observed 8 Aug 2026

Catalogued · Ranked #70

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)meta-llama/Llama-3.3-70B-Instruct
OpenRouter · 8 Aug 2026 (opens in a new tab)meta-llama/llama-3.3-70b-instruct

View catalogued model

Meta: Llama 4 Maverick

Meta

First observed 5 Apr 2025 · last observed 8 Aug 2026

Catalogued · Ranked #65

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)meta-llama/llama-4-maverick

View catalogued model

Meta: Llama 4 Scout

Meta

First observed 5 Apr 2025 · last observed 8 Aug 2026

Catalogued · Ranked #69

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)meta-llama/Llama-4-Scout-17B-16E-Instruct
OpenRouter · 8 Aug 2026 (opens in a new tab)meta-llama/llama-4-scout

View catalogued model

Meta: Muse Spark 1.2

Meta

First observed 5 Aug 2026 · last observed 8 Aug 2026

Catalogued · Ranked #7

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)meta/muse-spark-1.2

View catalogued model

Microsoft: Phi 4

Microsoft

First observed 10 Jan 2025 · last observed 8 Aug 2026

Catalogued · Ranked #81

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)microsoft/phi-4
OpenRouter · 8 Aug 2026 (opens in a new tab)microsoft/phi-4

View catalogued model

MiniMax: MiniMax M3

MiniMax

First observed 31 May 2026 · last observed 8 Aug 2026

Catalogued · Ranked #23

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)minimax/minimax-m3

View catalogued model

Mistral: Mistral Large 3 2512

Mistral AI

First observed 1 Dec 2025 · last observed 8 Aug 2026

Catalogued · Ranked #38

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)mistralai/mistral-large-2512

View catalogued model

Mistral: Mistral Medium 3.5

Mistral AI

First observed 30 Apr 2026 · last observed 8 Aug 2026

Catalogued · Ranked #30

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)mistralai/mistral-medium-3-5

View catalogued model

Mistral: Mistral Small 3.2 24B

Mistral AI

First observed 20 Jun 2025 · last observed 8 Aug 2026

Catalogued · Ranked #55

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)mistralai/mistral-small-3.2-24b-instruct

View catalogued model

Mistral: Mixtral 8x22B Instruct

Mistral AI

First observed 17 Apr 2024 · last observed 8 Aug 2026

Catalogued · Ranked #86

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)mistralai/mixtral-8x22b-instruct

View catalogued model

MoonshotAI: Kimi K2 Thinking

Moonshot AI

First observed 6 Nov 2025 · last observed 8 Aug 2026

Catalogued · Ranked #32

Trend pending

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

Provenance

OpenRouter · 8 Aug 2026 (opens in a new tab)moonshotai/kimi-k2-thinking

View catalogued model

New & trending discoveries

Discovery state summary

Candidate feed

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

Provenance

IBM: Granite 4.1 8B

Provenance

Meta: Llama 3.2 3B Instruct

Provenance

OpenAI: gpt-oss-120b

Provenance

OpenAI: gpt-oss-20b

Provenance

Tencent: Hy3

Provenance

DeepSeek: DeepSeek V4 Flash 0731

Provenance

DeepSeek: DeepSeek V4 Pro

Provenance

Meta: Llama 3.1 8B Instruct

Provenance

Z.ai: GLM 4.7 Flash

Provenance

Z.ai: GLM 5.2

Provenance

AllenAI: Olmo 3 32B Think

Provenance

Amazon: Nova 2 Lite

Provenance

Amazon: Nova Micro 1.0

Provenance

Amazon: Nova Pro 1.0

Provenance

Anthropic: Claude Fable 5

Provenance

Anthropic: Claude Haiku 4.5

Provenance

Claude Opus 5

Provenance

Anthropic: Claude Sonnet 5

Provenance

Arcee AI: Trinity Large Thinking

Provenance

Cohere: Command A

Provenance

Cohere: Command R (08-2024)

Provenance

Cohere: Command R+ (08-2024)

Provenance

DeepSeek: R1 0528

Provenance

DeepSeek: DeepSeek V3.1 Terminus

Provenance

DeepSeek: DeepSeek V3.2

Provenance

Google: Gemini 3.1 Pro Preview

Provenance

Google: Gemini 3.5 Flash Lite

Provenance

Google: Gemini 3.6 Flash

Provenance

Google: Gemma 3 12B

Provenance

Google: Gemma 3 27B

Provenance

Google: Gemma 3 4B

Provenance

Google: Gemma 3n 4B

Provenance

Google: Gemma 4 26B A4B

Provenance

Google: Gemma 4 31B

Provenance

Inception: Mercury 2

Provenance

Meta: Llama 3.2 1B Instruct

Provenance

Meta: Llama 3.3 70B Instruct

Provenance

Meta: Llama 4 Maverick