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. View 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. Showing this state New and rising attention first · 135 matching · page 2 of 3
IBM: Granite 4.2 8B IBM Granite
Official publisher release
First observed 25 Aug 2026 · last observed 7 Nov 2026
Catalogued · Current #257 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Inception: Mercury 3 Inception Labs
First observed 16 Oct 2026 · last observed 7 Nov 2026
Catalogued · Current #166 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
inclusionAI/Ling-3.0-flash-Fin InclusionAI
Official publisher release
First observed 27 Aug 2026 · last observed 7 Nov 2026
Catalogued · Current #126 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
inclusionAI: Ling 3.0 Tiny InclusionAI
Official publisher release
First observed 5 Nov 2026 · last observed 7 Nov 2026
Catalogued · Current #139 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
LiquidAI: LFM2.5-24B-A2B Liquid
Official publisher release
First observed 12 Oct 2026 · last observed 7 Nov 2026
Catalogued · Current #130 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Meituan: LongCat 2.0 Meituan
Official publisher release
First observed 20 Jul 2026 · last observed 7 Nov 2026
Catalogued · Current #21 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Meta: Llama 3.2 1B Instruct Meta
Official publisher release
First observed 25 Sept 2024 · last observed 7 Nov 2026
Catalogued · Current #348 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Meta: Llama 3.2 3B Instruct Meta
Official publisher release
First observed 25 Sept 2024 · last observed 7 Nov 2026
Catalogued · Current #339 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Meta: Llama 3.3 70B Instruct Meta
Official publisher release
First observed 6 Dec 2024 · last observed 7 Nov 2026
Catalogued · Current #234 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Meta: Llama 4 Maverick Meta
Official publisher release
First observed 5 Apr 2025 · last observed 7 Nov 2026
Catalogued · Current #223 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Meta: Llama 4 Scout Meta
Official publisher release
First observed 5 Apr 2025 · last observed 7 Nov 2026
Catalogued · Current #229 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Meta: Muse Glimmer 30B Meta
Official publisher release
First observed 9 Aug 2026 · last observed 7 Nov 2026
Catalogued · Current #53 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Meta: Muse Spark 1.3 Meta
First observed 2 Sept 2026 · last observed 7 Nov 2026
Catalogued · Current #5 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Meta: Muse Spark Open Meta
Official publisher release
First observed 15 Oct 2026 · last observed 7 Nov 2026
Catalogued · Current #15 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Meta: Muse Wonder Meta
First observed 12 Oct 2026 · last observed 7 Nov 2026
Catalogued · Current #3 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Microsoft: Phi 4 Microsoft
Official publisher release
First observed 10 Jan 2025 · last observed 7 Nov 2026
Catalogued · Current #290 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
MiniMax: MiniMax M3 MiniMax
Official publisher release
First observed 31 May 2026 · last observed 7 Nov 2026
Catalogued · Current #62 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
MiniMaxAI/MiniMax-M1-80k MiniMaxAI
Official publisher release
First observed 6 Aug 2026 · last observed 7 Nov 2026
Catalogued · Current #106 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Mistral: Mistral Medium 3.5 Mistral AI
First observed 30 Apr 2026 · last observed 7 Nov 2026
Catalogued · Current #79 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Mistral: Mistral Small 4 Mistral AI
Official publisher release
First observed 16 Mar 2026 · last observed 7 Nov 2026
Catalogued · Current #275 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Mistral: Mistral Small 3.2 24B Mistral AI
Official publisher release
First observed 20 Jun 2025 · last observed 7 Nov 2026
Catalogued · Current #251 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Mistral: Mixtral 8x22B Instruct Mistral AI
Official publisher release
First observed 17 Apr 2024 · last observed 7 Nov 2026
Catalogued · Current #300 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
MoonshotAI: Kimi K2 Thinking Moonshot AI
Official publisher release
First observed 6 Nov 2025 · last observed 7 Nov 2026
Catalogued · Current #66 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Nex AGI: Nex-N2.5-Mini Nex AGI
Official publisher release
First observed 8 Sept 2026 · last observed 7 Nov 2026
Catalogued · Current #31 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Nex AGI: Nex-N2.5-Pro Nex AGI
Official publisher release
First observed 8 Sept 2026 · last observed 7 Nov 2026
Catalogued · Current #27 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
NVIDIA: Nemotron 3 Nano 30B A3B NVIDIA
Official publisher release
First observed 14 Dec 2025 · last observed 7 Nov 2026
Catalogued · Current #237 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
NVIDIA: Nemotron 3 Super NVIDIA
Official publisher release
First observed 11 Mar 2026 · last observed 7 Nov 2026
Catalogued · Current #154 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
NVIDIA: Nemotron 3 Ultra NVIDIA
Official publisher release
First observed 4 Jun 2026 · last observed 7 Nov 2026
Catalogued · Current #252 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
NVIDIA: Nemotron 3.5 Lightning NVIDIA
Official publisher release
First observed 11 Aug 2026 · last observed 7 Nov 2026
Catalogued · Current #210 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-4 Turbo OpenAI
First observed 9 Apr 2024 · last observed 7 Nov 2026
Catalogued · Current #226 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-4o (2024-08-06) OpenAI
First observed 6 Aug 2024 · last observed 7 Nov 2026
Catalogued · Current #192 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-4o-mini OpenAI
First observed 18 Jul 2024 · last observed 7 Nov 2026
Catalogued · Current #211 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-5.4 Mini OpenAI
First observed 17 Mar 2026 · last observed 7 Nov 2026
Catalogued · Current #45 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-5.4 Nano OpenAI
First observed 17 Mar 2026 · last observed 7 Nov 2026
Catalogued · Current #112 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-5.5 OpenAI
First observed 24 Apr 2026 · last observed 7 Nov 2026
Catalogued · Current #17 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-5.5 Pro OpenAI
First observed 24 Apr 2026 · last observed 7 Nov 2026
Catalogued · Current #13 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-6 Astra OpenAI
First observed 4 Sept 2026 · last observed 7 Nov 2026
Catalogued · Current #12 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-6 Astra Pro OpenAI
First observed 4 Sept 2026 · last observed 7 Nov 2026
Catalogued · Current #9 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-6 Luna OpenAI
First observed 22 Sept 2026 · last observed 7 Nov 2026
Catalogued · Current #56 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-6 Luna Pro OpenAI
First observed 22 Sept 2026 · last observed 7 Nov 2026
Catalogued · Current #51 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-6.1 Sol OpenAI
First observed 29 Sept 2026 · last observed 7 Nov 2026
Catalogued · Current #8 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-6.1 Sol Pro OpenAI
First observed 29 Sept 2026 · last observed 7 Nov 2026
Catalogued · Current #7 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: GPT-6.1 Terra OpenAI
First observed 26 Oct 2026 · last observed 7 Nov 2026
Catalogued · Current #29 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: gpt-oss-120b OpenAI
Official publisher release
First observed 5 Aug 2025 · last observed 7 Nov 2026
Catalogued · Current #164 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: gpt-oss-20b OpenAI
Official publisher release
First observed 5 Aug 2025 · last observed 7 Nov 2026
Catalogued · Current #228 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: gpt-oss-safeguard-20b OpenAI
Official publisher release
First observed 29 Oct 2025 · last observed 7 Nov 2026
Catalogued · Current #249 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: o3 OpenAI
First observed 16 Apr 2025 · last observed 7 Nov 2026
Catalogued · Current #73 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
OpenAI: o3 Pro OpenAI
First observed 10 Jun 2025 · last observed 7 Nov 2026
Catalogued · Current #67 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
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