DeepSeek
DeepSeek V3.2 Reasoner
Extended thinking variant of DeepSeek V3.2. Best for complex multi-step reasoning tasks at the lowest cost.
$0.28/M input
$0.42/M output
Context Window
128K tokens
Best For
Complex reasoning at lowest cost
SWE-Bench
66.2%
HumanEval
92.1%
Capabilities
Yes — Tool Calls
Yes — Streaming
Yes — Extended Thinking
No — Vision
Benchmark Scores
SWE-Bench66.2
HumanEval92.1
Tool Calling85
Speed70
Cost Efficiency97
Getting Started
- 1Get an API key from DeepSeek's platform
- 2Install the Ava extension from the VS Code Marketplace or use the CLI
- 3Select DeepSeek V3.2 Reasoner as your model in the settings and paste your API key
- 4Start coding! Ava handles the rest.
Research Papers
We celebrate the labs whose models power Ava. Read the science behind DeepSeek V3.2 Reasoner.