Cogito v1 Preview Llama 8B
Cogito v1 Preview Llama 8B is worth evaluating for rag, agents, and long context when its provider route and context window match the workload.
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
- Family
- Cogito
- Released
- 2025-04-08
- Context
- 128k
- Parameters
- 8B
- Architecture
- Decoder Only
- Knowledge cutoff
- 2023-12
- Specialization
- general
- Openness
- Open weights
- License
- Llama 3 CommunityCommercial use: conditional
- Training
- Fine-tuned
Building general superintelligence through advanced reasoning and iterative self-improvement.
Cheapest of 1 route · Fireworks AI
About
Cogito v1 Preview Llama 8B is a hybrid reasoning model fine-tuned from Llama 3.1 8B using Iterated Distillation and Amplification (IDA). Supports direct and extended-thinking modes, tool calling, and 30+ languages.
Cogito v1 Preview Llama 8B is an open-weight model in the Cogito family. The structured metadata tracks a 128k-token context window, reasoning, function calling, tool use, and structured outputs. This page tracks provider routes through Fireworks AI, with the cheapest tracked route listed at $0.2 input and $0.2 output per 1M tokens. No headline benchmark score is tracked for Cogito v1 Preview Llama 8B yet.
Top use-case fit: coding, agents, and build tasks
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
Compare API pricing across 1 providers for input and output tokens, batch, and cached reads when available.
| Provider | Input / 1M | Output / 1M | Route |
|---|---|---|---|
| Fireworks AI | $0.200 | $0.200 | Serverless |
Available via routers & gateways(1)
Capabilities
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.
Frequently asked questions
What is the context window of Cogito v1 Preview Llama 8B?
Cogito v1 Preview Llama 8B has a context window of 128k tokens.
How much does Cogito v1 Preview Llama 8B cost?
Cogito v1 Preview Llama 8B is available at $0.2/1M input tokens through Fireworks AI.
When was Cogito v1 Preview Llama 8B released?
Cogito v1 Preview Llama 8B was released on 2025-04-08.
Which providers offer Cogito v1 Preview Llama 8B?
Cogito v1 Preview Llama 8B is available from 1 provider: Fireworks AI.
Building general superintelligence through advanced reasoning and iterative self-improvement.
Cheapest of 1 route · Fireworks AI