Data points: 57
The readout for DeepSeek V3.2 and Qwen3.0, 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 7 provider examples.
Selection signal
Start with DeepSeek V3.2
The charts below split 7 high-signal samples across speed, scores, and audit health.
Model compare DeepSeek V3.2 vs Qwen3.0deepseek-v3-2-vs-qwen3-0 | Model A DeepSeek V3.2 | Model B Qwen3.0 |
|---|---|---|
| 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.
| Metric | DeepSeek V3.2 | Qwen3.0 |
|---|---|---|
| No shared benchmark metrics are available yet. | ||
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | DeepSeek V3.2 | Qwen3.0 |
|---|---|---|
| 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 | Qwen3.0 |
|---|---|---|
55 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 Qwen3.0: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | DeepSeek V3.2 | Qwen3.0 |
|---|---|---|
| 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. | Qwen3.0 Qwen3.0 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 Qwen3.0 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 |
Qwen3.0
speed / latency
N/A / N/A
input / output
No data
火山引擎 Ark40 tests | DeepSeek V3.2 speed / latency 29 tok/s / 1828ms input / output No data | Qwen3.0 speed / latency N/A / N/A input / output No data |
|---|
百度千帆15 tests | DeepSeek V3.2 speed / latency N/A / N/A input / output No data | Qwen3.0 speed / latency 165 tok/s / 1767ms input / output No data |
|---|
素墨API10 tests | DeepSeek V3.2 speed / latency 22 tok/s / 5987ms input / output No data | Qwen3.0 speed / latency N/A / N/A 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 | Qwen3.0 qwen3-0.6b speed / latency N/A / N/A input / output $0.014/M / $0.043/M |
|---|
DeepSeek V3.2 deepseek-v3.2 speed / latency No data input / output $0.033/M / $0.049/M | Qwen3.0 qwen3-0.6b speed / latency No data 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 | Qwen3.0 qwen3-0.6b 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.
