Data points: 54
The readout for Gemini 3.1 Pro and GPT-4 DALL-E, before the detailed comparison sheet.
Decision read
Gemini 3.1 Pro
Gemini 3.1 Pro currently has the stronger profile, with verified wins split 4 to 0.
Evidence depth
54 data points
Includes 0 benchmark rows, 0 audit samples, and 6 provider examples.
Selection signal
Start with Gemini 3.1 Pro
The charts below split 6 high-signal samples across speed, scores, and audit health.
Model compare Gemini 3.1 Pro vs GPT-4 DALL-Egemini-3-1-pro-vs-gpt-4-dalle | Model A Gemini 3.1 Pro | Model B GPT-4 DALL-E |
|---|---|---|
| Overall leader | Leading | Contender |
| Verified metric wins | 4 wins | 0 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 | Gemini 3.1 Pro | GPT-4 DALL-E |
|---|---|---|
| No shared benchmark metrics are available yet. | ||
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | Gemini 3.1 Pro | GPT-4 DALL-E |
|---|---|---|
| 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 | Gemini 3.1 Pro | GPT-4 DALL-E |
|---|---|---|
0 tests | Gemini 3.1 Pro speed / latency N/A / N/A input / output No data |
This report only uses LMSpeed data for Gemini 3.1 Pro and GPT-4 DALL-E: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | Gemini 3.1 Pro | GPT-4 DALL-E |
|---|---|---|
| When to choose each model | Gemini 3.1 Pro Gemini 3.1 Pro is stronger when you prioritize Cheapest input price, Free providers, Provider coverage, Recent tests. | GPT-4 DALL-E GPT-4 DALL-E does not clearly lead on the verified metrics here, so check provider-specific pricing before choosing. |
TL;DR: Gemini 3.1 Pro leads across 54 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from Gemini 3.1 Pro vs GPT-4 DALL-E into nearby model comparisons with enough verified LMSpeed data.
| No data |
| Model metadata | Gemini 3.1 Pro exposes 1.0M tokens; notable signals: Text input, Image input, File input, Audio input. | No OpenRouter metadata is available yet for this model. |
|---|---|---|
| Developer | OpenAI | |
| Context window | 1.0M tokens | No data |
| Max output | 65.5K tokens | No data |
| Released | Feb 2026 | No data |
| Modalities | Input AudioFileImageTextvideo Output Text | No data |
| Features | Text inputImage inputFile inputAudio inputText outputTool callingStructured outputsJSON modeReasoning | None listed |
| Parameters | No data | No data |
| Tokenizer | Gemini | No data |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | google/gemini-3.1-pro-preview | No data |
| References | No data | No data |
GPT-4 DALL-E
speed / latency
N/A / N/A
input / output
No data
Higobs API0 tests | Gemini 3.1 Pro speed / latency N/A / N/A input / output No data | GPT-4 DALL-E speed / latency N/A / N/A input / output No data |
|---|
KFCV500 tests | Gemini 3.1 Pro gemini-3.1-pro-preview speed / latency N/A / N/A input / output $0.014/M / $0.014/M | GPT-4 DALL-E gpt-4-dalle speed / latency N/A / N/A input / output $12.33/M / $24.66/M |
|---|
KKSJ-AI0 tests | Gemini 3.1 Pro speed / latency N/A / N/A input / output No data | GPT-4 DALL-E speed / latency N/A / N/A input / output No data |
|---|
Newagiai0 tests | Gemini 3.1 Pro gemini-3.1-pro-preview-customtools speed / latency N/A / N/A input / output $0.274/M / $1.64/M | GPT-4 DALL-E gpt-4-dalle speed / latency N/A / N/A input / output $0.014/M / $0.014/M |
|---|
Gemini 3.1 Pro gemini-3.1-pro-preview-customtools speed / latency No data input / output $0.274/M / $1.64/M | GPT-4 DALL-E gpt-4-dalle speed / latency No data input / output $0.014/M / $0.014/M |
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
