Data points: 57
Model compare
The readout for DeepSeek Reasoner and DeepSeek V3.2, before the detailed comparison sheet.
Weighted outcome: DeepSeek V3.2. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
DeepSeek V3.2
DeepSeek V3.2 has the higher weighted result; Model A / B score 0 to 100.
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.
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.
This report only uses LMSpeed data for DeepSeek Reasoner and DeepSeek V3.2: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | DeepSeek Reasoner | DeepSeek V3.2 |
|---|---|---|
| Overall leader | Contender | Leading |
| Weighted overall score | 0.0 pts | 100.0 pts |
| Benchmark category leads | 0 categories | 0 categories |
| Operational advantages | No data | Cheapest input price, Average speed, First-token latency, Free providers, Provider coverage |
| Context window | No data | 163.8K tokens |
| Max output | No data | 65.5K tokens |
| Modalities | No data | Input Text Output Text |
| Features |
The overall result weights benchmark capability categories at 80% and price, API speed/latency, and availability at 20%. Recent test volume does not affect the winner, and missing benchmark categories are excluded.
| Model compare | DeepSeek Reasoner | DeepSeek V3.2 |
|---|---|---|
| Developer | DeepSeek | DeepSeek |
| Released | No data | Dec 2025 |
| 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 |
This report only uses LMSpeed data for DeepSeek Reasoner and DeepSeek V3.2: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
DeepSeek Reasoner
DeepSeek Reasoner does not clearly lead in the benchmark or operational dimensions shared by both models.
DeepSeek V3.2
DeepSeek V3.2 has these operational advantages: Cheapest input price, Average speed, First-token latency, Free providers, Provider coverage.
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 Reasoner
-
Avg. score
DeepSeek V3.2
46.3
DeepSeek V3.2
DeepSeek V3.2
DeepSeek V3.2
DeepSeek V3.2
DeepSeek V3.2
No data
No data
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 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 | DeepSeek V3.2 speed / latency 37 tok/s / 1522ms input / output No data |
10 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 |
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 |
10 tests | DeepSeek Reasoner deepseek-reasoner speed / latency N/A / N/A input / output $0.010/request | DeepSeek V3.2 qwen3.5-omni-plus-thinking-nx speed / latency 22 tok/s / 5987ms input / output $0.010/request |
5 tests | DeepSeek Reasoner speed / latency N/A / N/A input / output No data | DeepSeek V3.2 speed / latency 33 tok/s / 10452ms input / output No data |
DeepSeek Reasoner deepseek-reasoner speed / latency No data input / output $0/M/$0/M | DeepSeek V3.2 deepseek-v3.2 speed / latency No data input / output $0.018/M | |
DeepSeek Reasoner deepseek-reasoner speed / latency No data input / output $0/request | DeepSeek V3.2 deepseek-v3.2-speciale speed / latency No data input / output $0/request |
Weighted outcome: DeepSeek V3.2. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
| None listed |
Text inputText outputTool callingStructured outputsJSON modeReasoning |
