Qwen 3 32B
Qwen 3 32B is Alibaba’s open weights model for general tasks, reasoning, and coding. With 32 billion parameters and an optional thinking mode, the model operates with a context window of 128,000 tokens and offers a balanced trade-off between performance and efficiency. Available locally or via cloud providers under the Apache 2.0 license.
- Open Weights
- Workstation
- Groq
- Text
- Instruction-Tuned
- Real-Time
Sovereign Risk: MEDIUM Alibaba Cloud is a Chinese company and subject to the National Security Law (NSL). When using the cloud API, government access to transmitted data is theoretically possible. Purely local inference with the publicly available weights reduces this risk — the NSL is only directly relevant when using the cloud API.
Key metrics
Score · Latency · Cost · Quality
- Total Score Silver
- 69.29
- Routine
- 41.63
- Reasoning
- 27.66
- LLM Judge Avg
- 3.56 / 5
- 100 Coverage
- Avg Task Duration
- 4.54s
- Real-Time
- Token Rate
- 160.72tok/s
- Output Rate
- P95 Latency
- 10.19s
- Top 5 %
- Total Tokens
- 100800
- Output Volume
- Cost per 1K
- $0.0006
- USD / 1K Requests
- Benchmark Cost
- $0.06
- Total · 100800 tok
Benchmark modules
10 modules · weighted · vs. model median & top performer
Token efficiency & latency
Consumption per module vs. model median
Token consumption per module
Performance profile
Key metrics – legend
Score
- Total Score
- Overall score derived from Routine and Reasoning scores. Basis for the fleet rank and tier assignment (Gold / Silver / Bronze).
- Routine
- Score for standard tasks: code generation, text transformation, structured outputs. Weighted by task complexity.
- Reasoning
- Score for analytical and logical tasks: multi-step problem solving, mathematical reasoning, structured argumentation.
- Rank
- Position in the fleet comparison, sorted by Total Score. Refers to the snapshot at the time of testing.
LLM Judge
- LLM Judge Ø
- Average quality rating by an independent judge model on a scale of 1–5.
- Coverage
- Share of tasks for which a judge rating is available. 100% means all responses were evaluated.
Latency & speed
- Avg. Task Duration
- Average time per task from the first to the last token of the response, measured across all benchmark tasks.
- Token Rate
- Output speed in tokens per second. Relevant for interactive applications and real-time streaming.
- P95 Latency
- 95th percentile of response times — shows outliers. Lower values mean fewer long wait times in edge cases.
Cost
- Cost per 1K
- API price per 1,000 output tokens in US dollars. Basis for cost calculation in production use.
- Benchmark Cost
- Total cost for the complete benchmark run of this model.