Data points: 57
The readout for DeepSeek Reasoner and DeepSeek V3.2, before the detailed comparison sheet.
Decision read
DeepSeek V3.2
DeepSeek V3.2 currently has the stronger profile, with verified wins split 1 to 5.
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.
Model compare DeepSeek Reasoner vs DeepSeek V3.2deepseek-reasoner-vs-deepseek-v3-2 | Model A DeepSeek Reasoner | Model B DeepSeek V3.2 |
|---|---|---|
| Overall leader | Contender | Leading |
| Verified metric wins | 1 wins | 5 wins |
| Where it leads | Cheapest input price |
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
| Metric | DeepSeek Reasoner | DeepSeek V3.2 |
|---|---|---|
| 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 Reasoner | DeepSeek V3.2 |
|---|---|---|
| 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 Reasoner | DeepSeek V3.2 |
|---|---|---|
15 tests | DeepSeek Reasoner speed / latency N/A / N/A input / output No data |
This report only uses LMSpeed data for DeepSeek Reasoner and DeepSeek V3.2: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | DeepSeek Reasoner | DeepSeek V3.2 |
|---|---|---|
| When to choose each model | DeepSeek Reasoner DeepSeek Reasoner is stronger when you prioritize Cheapest input price. | DeepSeek V3.2 DeepSeek V3.2 is stronger when you prioritize Average speed, First-token latency, Free providers, Provider coverage, Recent tests. |
TL;DR: DeepSeek V3.2 leads across 57 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from DeepSeek Reasoner vs DeepSeek V3.2 into nearby model comparisons with enough verified LMSpeed data.
| Average speed, First-token latency, Free providers, Provider coverage, Recent tests |
| Model metadata | No OpenRouter metadata is available yet for this model. | DeepSeek V3.2 exposes 131.1K tokens; notable signals: Text input, Text output, Tool calling, Structured outputs. |
|---|---|---|
| Developer | DeepSeek | DeepSeek |
| Context window | No data | 131.1K tokens |
| Max output | No data | 64K tokens |
| Released | No data | Dec 2025 |
| Modalities | No data | Input Text Output Text |
| Features | None listed | Text inputText outputTool callingStructured outputsJSON modeReasoning |
| Parameters | No data | No data |
| Tokenizer | No data | DeepSeek |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | No data | deepseek/deepseek-v3.2 |
| References | No data | No data |
DeepSeek V3.2
speed / latency
37 tok/s / 1522ms
input / output
No data
ZenMux10 tests | DeepSeek Reasoner speed / latency 30 tok/s / 7017ms input / output No data | DeepSeek V3.2 speed / latency 51 tok/s / 6433ms input / output No data |
|---|
向量引擎10 tests | DeepSeek Reasoner speed / latency N/A / N/A input / output No data | DeepSeek V3.2 speed / latency 34 tok/s / 2500ms input / output No data |
|---|
素墨API10 tests | DeepSeek Reasoner deepseek-expert-reasoner speed / latency N/A / N/A input / output $0.010/M / $0.010/M | DeepSeek V3.2 qwen3.5-omni-plus-thinking-nx speed / latency 22 tok/s / 5987ms input / output $0.010/M / $0.010/M |
|---|
LiteRouter5 tests | DeepSeek Reasoner speed / latency N/A / N/A input / output No data | DeepSeek V3.2 speed / latency 10 tok/s / 3176ms input / output No data |
|---|
DeepSeek Reasoner deepseek-reasoner-search speed / latency No data input / output $0.0041/M / $0.027/M | DeepSeek V3.2 deepseek-v3.2 speed / latency No data input / output $0.014/M / $0.033/M |
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
