Data points: 54
The readout for DeepSeek V3.2 and Qwen3 Embedding, before the detailed comparison sheet.
Decision read
DeepSeek V3.2
DeepSeek V3.2 currently has the stronger profile, with verified wins split 3 to 1.
Evidence depth
54 data points
Includes 0 benchmark rows, 0 audit samples, and 9 provider examples.
Selection signal
Start with DeepSeek V3.2
The charts below split 9 high-signal samples across speed, scores, and audit health.
Model compare DeepSeek V3.2 vs Qwen3 Embeddingdeepseek-v3-2-vs-qwen3-embedding | Model A DeepSeek V3.2 | Model B Qwen3 Embedding |
|---|---|---|
| Overall leader | Leading | Contender |
| Verified metric wins | 3 wins | 1 wins |
| Where it leads | 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 Embedding |
|---|---|---|
| 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 Embedding |
|---|---|---|
| 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 Embedding |
|---|---|---|
121 tests | DeepSeek V3.2 speed / latency 26 tok/s / 11490ms input / output No data |
This report only uses LMSpeed data for DeepSeek V3.2 and Qwen3 Embedding: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | DeepSeek V3.2 | Qwen3 Embedding |
|---|---|---|
| When to choose each model | DeepSeek V3.2 DeepSeek V3.2 is stronger when you prioritize Free providers, Provider coverage, Recent tests. | Qwen3 Embedding Qwen3 Embedding is stronger when you prioritize Cheapest input price. |
TL;DR: DeepSeek V3.2 leads across 54 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from DeepSeek V3.2 vs Qwen3 Embedding into nearby model comparisons with enough verified LMSpeed data.
| Cheapest input price |
| 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 | No data |
| 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 Embedding
speed / latency
N/A / N/A
input / output
No data
6345ywz API35 tests | DeepSeek V3.2 speed / latency 227 tok/s / 1884ms input / output No data | Qwen3 Embedding speed / latency N/A / N/A input / output No data |
|---|
RinkoAI30 tests | DeepSeek V3.2 deepseek-ai/DeepSeek-V3.2 speed / latency 25 tok/s / 2484ms input / output $0.500/M / $0.750/M | Qwen3 Embedding Qwen/Qwen3-Embedding-8B speed / latency N/A / N/A input / output $0/M / $0/M |
|---|
Gitee AI5 tests | DeepSeek V3.2 speed / latency 35 tok/s / 6182ms input / output No data | Qwen3 Embedding speed / latency N/A / N/A input / output No data |
|---|
SCNET5 tests | DeepSeek V3.2 speed / latency 6 tok/s / 31403ms input / output No data | Qwen3 Embedding speed / latency N/A / N/A input / output No data |
|---|
DeepSeek V3.2 deepseek-v3.2 speed / latency No data input / output $0.274/M / $0.411/M | Qwen3 Embedding qwen3-embedding-8b speed / latency No data input / output $0.0001/M / $0.0001/M |
DeepSeek V3.2 deepseek-v3.2 speed / latency No data input / output $0.274/M / $0.411/M | Qwen3 Embedding qwen3-embedding-8b speed / latency No data input / output $0.0001/M / $0.0001/M |
DeepSeek V3.2 deepseek-v3.2 speed / latency No data input / output $0.411/M / $0.616/M | Qwen3 Embedding qwen3-embedding-8b speed / latency No data input / output $0.0002/M / $0.0002/M |
DeepSeek V3.2 deepseek-v3.2 speed / latency No data input / output $0.548/M / $0.822/M | Qwen3 Embedding qwen3-embedding-8b speed / latency No data input / output $0.0003/M / $0.0003/M |
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
