Cogito v1 Preview Llama 3B
cogito-v1-preview-llama-3b
Last refreshed 2026-05-07. Next refresh: weekly.
Cogito v1 Preview Llama 3B is worth evaluating for rag, agents, and long context when its provider route and context window match the workload.
Decision context: RAG task fit, 1 tracked provider route, and research from 2026-05-07.
Use it for
- Teams evaluating rag, agents, and long context
- Workloads that can use a 128K context window
- Buyers comparing 1 tracked provider route
Do not use it for
- Vision or document-understanding workloads
Cheapest output
$0.100
Fireworks AI per 1M tokens
Provider routes
1
Tracked API hosts
Quality / dollar
Unknown
No task benchmark coverage yet
Freshness
2026-05-07
Researched 11d ago
Top use-case fit
RAG
Included by capability and metadata signals in the decision map.
Agents
Included by capability and metadata signals in the decision map.
Long context
Included by capability and metadata signals in the decision map.
Provider price ladder
| Provider | Input / 1M | Output / 1M | Route |
|---|---|---|---|
| Fireworks AI | $0.100 | $0.100 | Serverless |
Benchmark peer barsfor RAG
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.
About
Cogito v1 Preview Llama 3B is Deep Cogito's smallest hybrid reasoning model. Fine-tuned from Llama 3.2 3B using Iterated Distillation and Amplification (IDA). Supports both direct and extended-thinking (reasoning) modes, tool calling, and 30+ languages.
Cogito v1 Preview Llama 3B has a 128K-token context window.
Cogito v1 Preview Llama 3B input tokens at $0.1/1M, output at $0.1/1M.
Capabilities
Rankings
Specifications
Created by
Building general superintelligence through advanced reasoning and iterative self-improvement.