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ModelCap

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 22 Sept 2026, 19:03 UTC

Discovery state summary

Awaiting ingestion
106
Seen in a discovery source but not yet admitted to the catalogue.
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Automatic retry
80
Unresolved source inputs stay queued for automatic rechecks, with the reason preserved.
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Excluded from ranking
27
Known packaging, companion or other nonrankable artifacts, with an explicit reason.
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No Index position
151
Catalogued identity without a separate public ModelCap Index position.
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Archived rank
97
Exact catalogue identity with an all-versions rank, but no current-board position.
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Catalogued & positioned
124
Catalogue identity with a verified current public position.
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New and rising attention first · 124 matching · page 1 of 3

OpenAI: gpt-oss-120b

OpenAI

Official publisher release

First observed 5 Aug 2025 · last observed 22 Sept 2026

Catalogued · Current #126
Rising · 4 positions· source position #190

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

MoonshotAI: Kimi K3

Moonshot AI

Official publisher release

First observed 16 Jul 2026 · last observed 22 Sept 2026

Catalogued · Current #11
Rising · 2 positions· source position #63

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

Meta: Llama 3.1 8B Instruct

Meta

Official publisher release

First observed 23 Jul 2024 · last observed 22 Sept 2026

Catalogued · Current #219
Rising · 1 position· source position #44

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

DeepSeek: DeepSeek V4.1 Flash

DeepSeek

Official publisher release

First observed 10 Sept 2026 · last observed 22 Sept 2026

Catalogued · Current #19
Steady· source position #6

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

Google: Gemma 4 31B

Google

Official publisher release

First observed 2 Apr 2026 · last observed 22 Sept 2026

Catalogued · Current #28
Steady· source position #141

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

Qwen: Qwen3.6 35B A3B

Qwen

Official publisher release

First observed 27 Apr 2026 · last observed 22 Sept 2026

Catalogued · Current #67
Steady· source position #163

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

Qwen: Qwen3.8 27B

Qwen

Official publisher release

First observed 14 Aug 2026 · last observed 22 Sept 2026

Catalogued · Current #35
Steady· source position #7

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

Z.ai: GLM 5.3 Flash

Z.ai

Official publisher release

First observed 26 Aug 2026 · last observed 22 Sept 2026

Catalogued · Current #13
Steady· source position #38

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

Qwen: Qwen3.5-9B

Qwen

Official publisher release

First observed 10 Mar 2026 · last observed 22 Sept 2026

Catalogued · Current #114
Cooling · 4 positions· source position #158

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

Arcee AI: Trinity Large Thinking

Arcee AI

Official publisher release

First observed 1 Apr 2026 · last observed 22 Sept 2026

Catalogued · Current #111
Trend pending

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

Provenance

Discovery source health