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. View this state
Candidate feed New and rising attention first · 598 matching · page 3 of 13
Anthropic: Claude Opus 5.5 Anthropic
First observed 22 Sept 2026 · last observed 7 Nov 2026
Catalogued · Current #2 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Anthropic: Claude Sonnet 4.5 Anthropic
First observed 29 Sept 2025 · last observed 7 Nov 2026
Catalogued · All versions #66 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Anthropic: Claude Sonnet 4.6 Anthropic
First observed 17 Feb 2026 · last observed 7 Nov 2026
Catalogued · All versions #43 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Anthropic: Claude Sonnet 5 Anthropic
First observed 30 Jun 2026 · last observed 7 Nov 2026
Catalogued · All versions #61 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Anthropic: Claude Sonnet 5.5 Anthropic
First observed 28 Sept 2026 · last observed 7 Nov 2026
Catalogued · Current #20 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
BSC-LT/ALIA-40b-instruct-2606 BSC LT
Official publisher release
First observed 20 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.
ByteDance Seed: Seed 1.6 ByteDance Seed
First observed 23 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.
ByteDance Seed: Seed 1.6 Flash ByteDance Seed
First observed 23 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.
ByteDance Seed: Seed 2.1 Turbo ByteDance Seed
First observed 10 Aug 2026 · last observed 7 Nov 2026
Catalogued · Current #24 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
ByteDance Seed: Seed-2.0-Code ByteDance Seed
First observed 30 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.
ByteDance Seed: Seed-2.0-Lite ByteDance Seed
First observed 10 Mar 2026 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
ByteDance Seed: Seed-2.0-Mini ByteDance Seed
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.
ByteDance: UI-TARS 7B ByteDance
Official publisher release
First observed 22 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.
Cohere: Command A Cohere
Official publisher release
First observed 13 Mar 2025 · last observed 7 Nov 2026
Catalogued · Current #158 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Cohere: Command A+ Cohere
First observed 22 Sept 2026 · last observed 7 Nov 2026
Catalogued · Current #239 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Cohere: Command R (08-2024) Cohere
First observed 30 Aug 2024 · last observed 7 Nov 2026
Catalogued · Current #292 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Cohere: Command R+ (08-2024) Cohere
First observed 30 Aug 2024 · last observed 7 Nov 2026
Catalogued · Current #279 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Cohere: Command R7B (12-2024) Cohere
First observed 14 Dec 2024 · last observed 7 Nov 2026
Catalogued · No Index position · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
Cohere: North Mini Code (free) Cohere
Official publisher release
First observed 17 Jun 2026 · last observed 7 Nov 2026
Catalogued · Current #233 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
CohereLabs/aya-expanse-32b CohereLabs
Official publisher release
First observed 6 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.
CohereLabs/aya-vision-32b CohereLabs
Official publisher release
First observed 6 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.
CohereLabs/c4ai-command-r-08-2024 CohereLabs
Official publisher release
First observed 6 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.
CohereLabs/c4ai-command-r7b-12-2024 CohereLabs
Official publisher release
First observed 6 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.
CohereLabs/c4ai-command-r7b-arabic-02-2025 CohereLabs
Official publisher release
First observed 6 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.
CohereLabs/command-a-reasoning-08-2025 CohereLabs
Official publisher release
First observed 6 Aug 2026 · last observed 7 Nov 2026
Catalogued · Current #174 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
CohereLabs/command-a-translate-08-2025 CohereLabs
Official publisher release
First observed 6 Aug 2026 · last observed 7 Nov 2026
Catalogued · Current #175 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
CohereLabs/tiny-aya-earth CohereLabs
Official publisher release
First observed 6 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.
CohereLabs/tiny-aya-fire CohereLabs
Official publisher release
First observed 6 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.
CohereLabs/tiny-aya-global CohereLabs
Official publisher release
First observed 6 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.
CohereLabs/tiny-aya-water CohereLabs
Official publisher release
First observed 6 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.
DeepSeek: DeepSeek V3 DeepSeek
Official publisher release
First observed 26 Dec 2024 · last observed 7 Nov 2026
Catalogued · All versions #252 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
DeepSeek: DeepSeek V3 0324 DeepSeek
Official publisher release
First observed 24 Mar 2025 · last observed 7 Nov 2026
Catalogued · All versions #209 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
DeepSeek: DeepSeek V3.1 DeepSeek
Official publisher release
First observed 21 Aug 2025 · last observed 7 Nov 2026
Catalogued · All versions #151 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
deepseek-ai/DeepSeek-R1 DeepSeek
Official publisher release
First observed 20 Jan 2025 · last observed 7 Nov 2026
Catalogued · All versions #200 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
DeepSeek: R1 0528 DeepSeek
Official publisher release
First observed 28 May 2025 · last observed 7 Nov 2026
Catalogued · Current #86 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
DeepSeek: DeepSeek V3.1 Terminus DeepSeek
Official publisher release
First observed 22 Sept 2025 · last observed 7 Nov 2026
Catalogued · Current #91 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
DeepSeek: DeepSeek V3.2 DeepSeek
Official publisher release
First observed 1 Dec 2025 · last observed 7 Nov 2026
Catalogued · Current #82 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
DeepSeek: DeepSeek V3.2 Exp DeepSeek
Official publisher release
First observed 29 Sept 2025 · last observed 7 Nov 2026
Catalogued · All versions #132 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
DeepSeek: DeepSeek V4 Flash 0423 DeepSeek
Official publisher release
First observed 24 Apr 2026 · last observed 7 Nov 2026
Catalogued · All versions #110 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
DeepSeek: DeepSeek V4 Flash 0731 DeepSeek
Official publisher release
First observed 31 Jul 2026 · last observed 7 Nov 2026
Catalogued · All versions #52 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
DeepSeek: DeepSeek V4 Flash Vision Exp DeepSeek
Official publisher release
First observed 21 Aug 2026 · last observed 7 Nov 2026
Catalogued · Current #40 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
DeepSeek: DeepSeek V4 Pro 0423 DeepSeek
Official publisher release
First observed 24 Apr 2026 · last observed 7 Nov 2026
Catalogued · All versions #67 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
DeepSeek: DeepSeek V4 Pro 0813 DeepSeek
Official publisher release
First observed 12 Aug 2026 · last observed 7 Nov 2026
Catalogued · Current #30 · Trend pendingSource 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 7 Nov 2026
Catalogued · All versions #37 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
DS Dots Studio: Dots3-Note Preview (free) Dots Studio
First observed 14 Aug 2026 · last observed 7 Nov 2026
Catalogued · Current #89 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
El Elorian: Glimpse Elorian
First observed 17 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.
Fireworks: Ember-1 Fireworks
First observed 24 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.
Google: Gemini 2.5 Flash Google
First observed 17 Jun 2025 · last observed 7 Nov 2026
Catalogued · All versions #176 · Trend pendingSource attention velocity only. It is not a quality, safety or capability result.
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