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, 17:13 UTC
New and rising attention first · 135 matching · page 1 of 3
Official publisher release
First observed 2 Apr 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
google/gemma-4-31B-itgoogle/gemma-4-31B-itgoogle/gemma-4-31b-itMoonshot AI
Official publisher release
First observed 16 Jul 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
moonshotai/Kimi-K3moonshotai/Kimi-K3moonshotai/kimi-k3LiquidAI
Official publisher release
First observed 27 Oct 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
Nanbeige
Official publisher release
First observed 25 Oct 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
Nanbeige/Nanbeige4.3-33BLiquid
Official publisher release
First observed 6 Nov 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
LiquidAI/LFM3-1.7Bliquid/lfm-3-1.7bMeta
Official publisher release
First observed 23 Jul 2024 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
meta-llama/Llama-3.1-8B-Instructmeta-llama/Llama-3.1-8B-Instructmeta-llama/llama-3.1-8b-instructMoonshot AI
Official publisher release
First observed 23 Oct 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
moonshotai/Kimi-K3.1-Promoonshotai/kimi-k3.1-proQwen
Official publisher release
First observed 27 Apr 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
Qwen/Qwen3.6-35B-A3BQwen/Qwen3.6-35B-A3Bqwen/qwen3.6-35b-a3bQwen
Official publisher release
First observed 14 Aug 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
Qwen/Qwen3.8-27BQwen/Qwen3.8-27Bqwen/qwen3.8-27bQwen
Official publisher release
First observed 26 Aug 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
Qwen/Qwen3.8-Flash-Nextqwen/qwen3.8-flashRecursive
Official publisher release
First observed 19 Oct 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
RecursiveSI/flintrecursive/flint-v1.0Official publisher release
First observed 9 Sept 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
google/gemma-4-E4B-itMiniMax
Official publisher release
First observed 19 Oct 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
MiniMaxAI/MiniMax-M3.1-FlashMiniMaxAI/MiniMax-M3.1-Flashminimax/minimax-m3.1-flashDeepSeek
Official publisher release
First observed 17 Oct 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
deepseek-ai/DeepSeek-V4.1-Flash-1017deepseek-ai/DeepSeek-V4.1-Flash-1017deepseek/deepseek-v4.1-flash-1017Baidu
Official publisher release
First observed 5 Nov 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
baidu/ERNIE-5.5-Flash-BaseMistral AI
Official publisher release
First observed 6 Oct 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
mistralai/Mistral-Large-4-1T-A52Bmistralai/mistral-large-4-0Qwen
Official publisher release
First observed 9 Sept 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
Qwen
Official publisher release
First observed 10 Mar 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
Qwen/Qwen3.5-9BQwen/Qwen3.5-9Bqwen/qwen3.5-9bAisingapore
Official publisher release
First observed 6 Aug 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
aisingapore/Qwen-SEA-LION-v4-32B-ITAisingapore
Official publisher release
First observed 9 Sept 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
aisingapore/Qwen-SEA-LION-v4.5-27B-ITAnthropic
First observed 1 Sept 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
anthropic/claude-fable-5.1Anthropic
First observed 7 Oct 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
anthropic/claude-haiku-5.5Anthropic
First observed 22 Sept 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
anthropic/claude-opus-5.5Anthropic
First observed 28 Sept 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
anthropic/claude-sonnet-5.5ByteDance Seed
First observed 10 Aug 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
bytedance-seed/seed-2-1-turboCohere
Official publisher release
First observed 13 Mar 2025 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
CohereLabs/c4ai-command-a-03-2025cohere/command-aCohere
First observed 22 Sept 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
cohere/command-a-plusCohere
First observed 30 Aug 2024 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
cohere/command-r-08-2024Cohere
First observed 30 Aug 2024 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
cohere/command-r-plus-08-2024Cohere
Official publisher release
First observed 17 Jun 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
cohere/north-mini-codeCohereLabs
Official publisher release
First observed 6 Aug 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
CohereLabs/command-a-reasoning-08-2025CohereLabs
Official publisher release
First observed 6 Aug 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
CohereLabs/command-a-translate-08-2025DeepSeek
Official publisher release
First observed 28 May 2025 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
deepseek-ai/DeepSeek-R1-0528deepseek/deepseek-r1-0528DeepSeek
Official publisher release
First observed 22 Sept 2025 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
deepseek-ai/DeepSeek-V3.1-Terminusdeepseek/deepseek-v3.1-terminusDeepSeek
Official publisher release
First observed 1 Dec 2025 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
deepseek-ai/DeepSeek-V3.2deepseek/deepseek-v3.2DeepSeek
Official publisher release
First observed 21 Aug 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
deepseek-ai/DeepSeek-V4-Flash-Vision-Expdeepseek/deepseek-v4-flash-vision-expDeepSeek
Official publisher release
First observed 12 Aug 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
deepseek-ai/DeepSeek-V4-Pro-0813deepseek/deepseek-v4-pro-0813Dots Studio
First observed 14 Aug 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
dots-studio/dots-3-note-previewFirst observed 19 Feb 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
google/gemini-3.1-pro-previewFirst observed 21 Jul 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
google/gemini-3.5-flash-liteFirst observed 2 Sept 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
google/gemini-3.8-flashFirst observed 13 Oct 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
google/gemini-4-argonOfficial publisher release
First observed 13 Mar 2025 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
google/gemma-3-12b-itgoogle/gemma-3-12b-itOfficial publisher release
First observed 12 Mar 2025 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
google/gemma-3-27b-itgoogle/gemma-3-27b-itOfficial publisher release
First observed 13 Mar 2025 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
google/gemma-3-4b-itgoogle/gemma-3-4b-itOfficial publisher release
First observed 3 Apr 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
google/gemma-4-26B-A4B-itgoogle/gemma-4-26b-a4b-itIBM Granite
Official publisher release
First observed 25 Aug 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
ibm-granite/granite-4.2-30bIBM Granite
Official publisher release
First observed 25 Aug 2026 · last observed 7 Nov 2026
Source attention velocity only. It is not a quality, safety or capability result.
ibm-granite/granite-4.2-3b