Data points: 35
Model compare
The readout for DeepSeek V4 and Gemini 3.1 Pro, before the detailed comparison sheet.
Weighted outcome: Gemini 3.1 Pro. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
Gemini 3.1 Pro
Gemini 3.1 Pro has the higher weighted result; Model A / B score 25 to 75.
Evidence depth
35 data points
Includes 0 benchmark rows, 0 audit samples, and 5 provider examples.
Selection signal
Start with Gemini 3.1 Pro
The charts below split 5 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 V4 and Gemini 3.1 Pro: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | DeepSeek V4 | Gemini 3.1 Pro |
|---|---|---|
| Overall leader | Contender | Leading |
| Weighted overall score | 25.0 pts | 75.0 pts |
| Benchmark category leads | 0 categories | 0 categories |
| Operational advantages | First-token latency | Average speed, Free providers, Provider coverage |
| Context window | No data | 1.0M tokens |
| Max output | No data | 65.5K tokens |
| Modalities | No data | Input AudioFileImageTextvideo |
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 V4 | Gemini 3.1 Pro |
|---|---|---|
| Developer | DeepSeek | |
| Released | No data | Feb 2026 |
| Parameters | No data | No data |
| Tokenizer | No data | Gemini |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | No data | google/gemini-3.1-pro-preview |
| References | No data | No data |
This report only uses LMSpeed data for DeepSeek V4 and Gemini 3.1 Pro: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
DeepSeek V4
DeepSeek V4 has these operational advantages: First-token latency.
Gemini 3.1 Pro
Gemini 3.1 Pro has these operational advantages: Average speed, 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 V4
-
Avg. score
Gemini 3.1 Pro
55.6
Gemini 3.1 Pro
Gemini 3.1 Pro
Gemini 3.1 Pro
Gemini 3.1 Pro
Gemini 3.1 Pro
Gemini 3.1 Pro
Gemini 3.1 Pro
Gemini 3.1 Pro
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 V4 | Gemini 3.1 Pro |
|---|---|---|
| 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 V4 | Gemini 3.1 Pro |
|---|---|---|
20 tests | DeepSeek V4 speed / latency 47 tok/s / 2487ms input / output No data | Gemini 3.1 Pro speed / latency 121 tok/s / 11404ms input / output No data |
0 tests | DeepSeek V4 speed / latency N/A / N/A input / output No data | Gemini 3.1 Pro speed / latency N/A / N/A input / output No data |
0 tests | DeepSeek V4 speed / latency N/A / N/A input / output No data | Gemini 3.1 Pro speed / latency N/A / N/A input / output No data |
0 tests | DeepSeek V4 speed / latency N/A / N/A input / output No data | Gemini 3.1 Pro speed / latency N/A / N/A input / output No data |
0 tests | DeepSeek V4 speed / latency N/A / N/A input / output No data | Gemini 3.1 Pro speed / latency N/A / N/A input / output No data |
Weighted outcome: Gemini 3.1 Pro. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Output
| Features | None listed | Text inputImage inputFile inputAudio inputText outputTool callingStructured outputsJSON modeReasoning |
|---|
