Data points: 57
The readout for DeepSeek V3.2 and Qwen3.1, before the detailed comparison sheet.
Decision read
DeepSeek V3.2
DeepSeek V3.2 currently has the stronger profile, with verified wins split 4 to 2.
Evidence depth
57 data points
Includes 0 benchmark rows, 0 audit samples, and 6 provider examples.
Selection signal
Start with DeepSeek V3.2
The charts below split 6 high-signal samples across speed, scores, and audit health.
Switch either side of this report to compare another model with the same LMSpeed data pipeline.
Select a different model to open a new comparison URL.
Model compare DeepSeek V3.2 vs Qwen3.1deepseek-v3-2-vs-qwen3-1 | Model A DeepSeek V3.2 | Model B Qwen3.1 |
|---|---|---|
| Overall leader | Leading | Contender |
| Verified metric wins | 4 wins | 2 wins |
| Where it leads | Cheapest input price, Free providers, Provider coverage, Recent tests |
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
Compare benchmark category scores on a 0-100 scale. Select a category to inspect the gap.
Avg. score
DeepSeek V3.2
55.4
Avg. score
Qwen3.1
-
Selected category
Agents
DeepSeek V3.2
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
No shared professional benchmark scores are available yet.
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | DeepSeek V3.2 | Qwen3.1 |
|---|---|---|
| No completed audits are available from shared providers yet. | ||
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | DeepSeek V3.2 | Qwen3.1 |
|---|---|---|
65 tests | DeepSeek V3.2 speed / latency 27 tok/s / 1295ms input / output No data |
This report only uses LMSpeed data for DeepSeek V3.2 and Qwen3.1: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | DeepSeek V3.2 | Qwen3.1 |
|---|---|---|
| When to choose each model | DeepSeek V3.2 DeepSeek V3.2 is stronger when you prioritize Cheapest input price, Free providers, Provider coverage, Recent tests. | Qwen3.1 Qwen3.1 is stronger when you prioritize Average speed, First-token latency. |
TL;DR: DeepSeek V3.2 leads across 57 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from DeepSeek V3.2 vs Qwen3.1 into nearby model comparisons with enough verified LMSpeed data.
| Average speed, First-token latency |
| Model metadata | DeepSeek V3.2 exposes 131.1K tokens; notable signals: Text input, Text output, Tool calling, Structured outputs. | No OpenRouter metadata is available yet for this model. |
|---|---|---|
| Developer | DeepSeek | Alibaba |
| Context window | 131.1K tokens | No data |
| Max output | 64K tokens | No data |
| Released | Dec 2025 | No data |
| Modalities | Input Text Output Text | No data |
| Features | Text inputText outputTool callingStructured outputsJSON modeReasoning | None listed |
| Parameters | No data | No data |
| Tokenizer | DeepSeek | No data |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | deepseek/deepseek-v3.2 | No data |
| References | No data | No data |
Qwen3.1
speed / latency
140 tok/s / 4850ms
input / output
No data
N1N25 tests | DeepSeek V3.2 speed / latency 37 tok/s / 1522ms input / output No data | Qwen3.1 speed / latency 171 tok/s / 3656ms input / output No data |
|---|
素墨API15 tests | DeepSeek V3.2 speed / latency 22 tok/s / 5987ms input / output No data | Qwen3.1 speed / latency 134 tok/s / 5080ms input / output No data |
|---|
EasyMore0 tests | DeepSeek V3.2 deepseek-v3.2-exp speed / latency N/A / N/A input / output $0.286/M / $0.429/M | Qwen3.1 qwen3-1.7b speed / latency N/A / N/A input / output $0.041/M / $0.164/M |
|---|
ModelPool0 tests | DeepSeek V3.2 deepseek-v3.2 speed / latency N/A / N/A input / output $0.033/M / $0.049/M | Qwen3.1 qwen3-1.7b speed / latency N/A / N/A input / output $0.0037/M / $0.015/M |
|---|
DeepSeek V3.2 deepseek-v3.2 speed / latency No data input / output $0.274/M / $0.411/M | Qwen3.1 qwen3-1.7b speed / latency No data input / output $0.041/M / $0.164/M |
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
