10 models across 1 family · Latest: Cogito v2.1 671B (2025-11)
Building general superintelligence through advanced reasoning and iterative self-improvement.
Deep Cogito's portfolio covers 10 active models across 1 non-obsolete family, with task labels spanning coding, rag, and agents. Open a model detail page to compare provider routes and sourced benchmarks.
Portfolio context: 6 decision-task tags, 10 active tracked models, latest research stamp 2026-05-07.
Use this portfolio page for
- Teams evaluating coding, rag, and agents across this lab's releases
- Readers comparing families before locking a flagship SKU
- 10 tracked SKUs for migration and pricing follow-ups
Do not stop here for
- Choosing a hosting provider without opening a model page for price ladders
Active models
10
Non-deprecated SKUs linked to this researcher
Active families
1
Non-obsolete families in coverage
Open catalog
10 OSS
0 open-weight (text match)
Decision task tags
6
Mapped to the site-wide task taxonomy
Latest dated release
2025-11-19
Cogito v2.1 671B
Freshness
2026-05-07
Researched 27d ago
Release cadence
Showing 5 recent dated ships (full timeline below). Latest spotlight: Cogito v2.1 671B (2025-11-19).
Where this lab wins
- Coding: 1 tracked model with SWE-bench / HumanEval-style scores.
- RAG: 6 tracked models with ruler / needle retrieval benchmarks.
- Agentic: 10 tracked models with BFCL, tau-bench, and SWE-bench tool-use coverage.
- Long-context: 6 tracked models with context-token or InfiniteBench-class signal.
Flagship quality / price signal
Anchor SKU: Cogito v1 Preview Llama 3B (best sourced coding Q/$ in this portfolio).
Quality / dollar unavailable for this anchor — missing benchmark coverage and/or output token price on the cheapest ladder route (open the model detail after pricing lands).
Deep Cogito is an American AI research organization founded in 2024. Building general superintelligence through advanced reasoning and iterative self-improvement. Deep Cogito ships 1 model family totaling 10 models, with the most recent release Cogito v2.1 671B in 2025-11. Notable families include Cogito. Use it as a stable reference for lab background, release coverage, and follow-up model pages as they are added.
About
Deep Cogito is an AI research lab founded in June 2024 by Drishan Arora and Dhruv Malhotra. The company develops the Cogito series of hybrid open-weight models trained with Iterated Distillation and Amplification (IDA), enabling both direct and extended-thinking reasoning modes. Backed by South Park Commons. Located in San Francisco.
Featured models
| Model | Released | Context | Input price ($/1M) | Output price ($/1M) | License |
|---|---|---|---|---|---|
| Cogito v2.1 671B | 2025-11-19 | 128k | - | - | MIT |
| Cogito v2 Preview Llama 70B | 2025-07-31 | - | - | - | Llama 3.1 Community |
| Cogito v2 Preview Llama 109B MoE | 2025-07-31 | - | - | - | Open Source |
Model families
Recent releases
- Cogito v2.1 671B- 2025-11-19
- Cogito v2 Preview Llama 70B- 2025-07-31
- Cogito v2 Preview Llama 109B MoE- 2025-07-31
- Cogito v2 Preview Llama 405B- 2025-07-31
- Cogito v2 Preview DeepSeek 671B MoE- 2025-07-31
FAQ
Who founded Deep Cogito and when?
Deep Cogito was founded in 2024 and is associated with San Francisco, California, United States.
What models has Deep Cogito released?
Deep Cogito ships 10 models across 1 family: Cogito.
Is Deep Cogito's technology open source?
All tracked Deep Cogito models are open-weight or open-source.
Where is Deep Cogito headquartered?
Deep Cogito is headquartered in San Francisco, California, United States.
What is Deep Cogito known for?
Building general superintelligence through advanced reasoning and iterative self-improvement. Its most prominent tracked family is Cogito.
How can I access Deep Cogito's models?
Deep Cogito's models are available via Fireworks AI.
Explore related pages
Last reviewed: 2026-05-07. Data sourced from public lab announcements and provider documentation.