Cogito v1 Preview Qwen-14B
cogito-v1-preview-qwen-14b
Last refreshed 2026-05-07. Next refresh: weekly.
Cogito v1 Preview Qwen-14B 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
$0.200
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 | $0.200 | $0.200 | 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 Qwen-14B is a hybrid reasoning model fine-tuned from Qwen 2.5 14B using Iterated Distillation and Amplification (IDA). Supports direct and extended-thinking modes, tool calling, and 30+ languages.
Cogito v1 Preview Qwen-14B has a 128K-token context window.
Cogito v1 Preview Qwen-14B input tokens at $0.2/1M, output at $0.2/1M.
Capabilities
Rankings
Specifications
Created by
Building general superintelligence through advanced reasoning and iterative self-improvement.