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 7 Nov 2026, 17:13 UTC
Discovery state summary Awaiting ingestion 1 Seen in a discovery source but not yet admitted to the catalogue. View this state Automatic retry 183 Unresolved source inputs stay queued for automatic rechecks, with the reason preserved. View this state Excluded from ranking 36 Known packaging, companion or other nonrankable artifacts, with an explicit reason. View this state No Index position 143 Catalogued identity without a separate public ModelCap Index position. Showing this state Archived rank 100 Exact catalogue identity with an all-versions rank, but no current-board position. View this state Catalogued & positioned 135 Catalogue identity with a verified current public position. View this state New and rising attention first · 143 matching · page 2 of 3
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) Google
First observed 26 Feb 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) Google
First observed 30 Jun 2026 · last observed 7 Nov 2026
Catalogued · Image #3 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Google: Gemini 3.1 Pro Preview Custom Tools Google
First observed 25 Feb 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Google: Nano Banana 2.1 Google
First observed 6 Oct 2026 · last observed 7 Nov 2026
Catalogued · Image #4 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Google: Gemini Omni 1.1 Flash Google
First observed 4 Nov 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Google: Gemini Omni 1.2 Flash Google
First observed 5 Nov 2026 · last observed 7 Nov 2026
Catalogued · Video #1 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Google: Lyria 3 Clip Preview Google
First observed 30 Mar 2026 · last observed 7 Nov 2026
Catalogued · Audio #3 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Google: Lyria 3 Pro Preview Google
First observed 30 Mar 2026 · last observed 7 Nov 2026
Catalogued · Audio #4 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
inclusionAI: Ling 3.0 Flash VL InclusionAI
Official publisher release
First observed 10 Sept 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
LiquidAI: LFM2.5-2.6B Liquid
Official publisher release
First observed 11 Aug 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Meta: Llama Guard 4 12B Meta
Official publisher release
First observed 30 Apr 2025 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Meta: Muse Spark 1.2 Contributor Meta
First observed 21 Aug 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Meta: Muse Spark 1.3 Contributor Meta
First observed 2 Sept 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Mistral: Codestral 2508 Mistral AI
First observed 1 Aug 2025 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Mistral: Devstral 2 2512 Mistral AI
Official publisher release
First observed 9 Dec 2025 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Mistral: Ministral 3 14B 2512 Mistral AI
Official publisher release
First observed 2 Dec 2025 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Mistral: Ministral 3 3B 2512 Mistral AI
Official publisher release
First observed 2 Dec 2025 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Mistral: Ministral 3 8B 2512 Mistral AI
Official publisher release
First observed 2 Dec 2025 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Mistral: Mistral Nemo Mistral AI
Official publisher release
First observed 19 Jul 2024 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Mistral: Saba Mistral AI
First observed 17 Feb 2025 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Mistral: Voxtral Small 24B 2507 Mistral AI
Official publisher release
First observed 30 Oct 2025 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Moondream: Moondream 3 Preview Moondream
Official publisher release
First observed 15 Oct 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Moondream: Moondream 3.1 Moondream
Official publisher release
First observed 15 Oct 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
MoonshotAI: Kimi K2 0905 Moonshot AI
Official publisher release
First observed 4 Sept 2025 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
MoonshotAI: Kimi K2.7 Code Moonshot AI
Official publisher release
First observed 12 Jun 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Morph: Morph V3 Fast Morph
First observed 7 Jul 2025 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Morph: Morph V3 Large Morph
First observed 7 Jul 2025 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
NVIDIA: Nemotron 3 Nano Omni (free) NVIDIA
Official publisher release
First observed 28 Apr 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
NVIDIA: Nemotron 3.5 Content Safety NVIDIA
Official publisher release
First observed 4 Jun 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
NVIDIA: Switchyard NVIDIA
First observed 21 Sept 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-3.5 Turbo (older v0613) OpenAI
First observed 25 Jan 2024 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-3.5 Turbo 16k OpenAI
First observed 28 Aug 2023 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-4o (2024-11-20) OpenAI
First observed 20 Nov 2024 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-5 Image OpenAI
First observed 14 Oct 2025 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-5 Image Mini OpenAI
First observed 16 Oct 2025 · last observed 7 Nov 2026
Catalogued · Image #6 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-5.1-Codex OpenAI
First observed 13 Nov 2025 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-5.1-Codex-Max OpenAI
First observed 4 Dec 2025 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-5.1-Codex-Mini OpenAI
First observed 13 Nov 2025 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-5.2-Codex OpenAI
First observed 14 Jan 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-5.3-Codex OpenAI
First observed 24 Feb 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-5.4 Image 2 OpenAI
First observed 21 Apr 2026 · last observed 7 Nov 2026
Catalogued · Image #5 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-5.6 Luna Pro OpenAI
First observed 9 Jul 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-5.6 Sol Pro OpenAI
First observed 9 Jul 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-5.6 Terra Pro OpenAI
First observed 9 Jul 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-6.1 Terra Pro OpenAI
First observed 26 Oct 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT Audio OpenAI
First observed 19 Jan 2026 · last observed 7 Nov 2026
Catalogued · Audio #2 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT Audio Mini OpenAI
First observed 19 Jan 2026 · last observed 7 Nov 2026
Catalogued · Audio #1 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
PA Particle AI: Particle-1 Particle Ai
First observed 28 Oct 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
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