Data points: 63
Model compare
The readout for Gemini 3 Pro and GPT-4, before the detailed comparison sheet.
Weighted outcome: Gemini 3 Pro. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
Gemini 3 Pro
Gemini 3 Pro has the higher weighted result; Model A / B score 92 to 8.
Evidence depth
63 data points
Includes 3 benchmark rows, 0 audit samples, and 6 provider examples.
Selection signal
Start with Gemini 3 Pro
The charts below split 9 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 Gemini 3 Pro and GPT-4: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | Gemini 3 Pro | GPT-4 |
|---|---|---|
| Overall leader | Leading | Contender |
| Weighted overall score | 92.0 pts | 8.0 pts |
| Benchmark category leads | 1 categories | 0 categories |
| Operational advantages | Cheapest input price, Average speed, Provider coverage | First-token latency, Free providers |
| Context window | No data | 8.2K tokens |
| Max output | No data | 4.1K 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 | Gemini 3 Pro | GPT-4 |
|---|---|---|
| Developer | OpenAI | |
| Released | No data | May 2023 |
| Parameters | No data | No data |
| Tokenizer | No data | GPT |
| Knowledge cutoff | No data | 2021-09-30 |
| OpenRouter ID | No data | openai/gpt-4 |
| References | No data | No data |
This report only uses LMSpeed data for Gemini 3 Pro and GPT-4: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
Gemini 3 Pro
Gemini 3 Pro is stronger in benchmark categories (Coding) and operational dimensions (Cheapest input price, Average speed, Provider coverage).
GPT-4
GPT-4 has these operational advantages: First-token latency, Free providers.
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
Gemini 3 Pro
53.8
Avg. score
GPT-4
49.5
Gemini 3 Pro
Gemini 3 Pro leads by 6.4
Gemini 3 Pro
Gemini 3 Pro
Gemini 3 Pro
Gemini 3 Pro
Gemini 3 Pro
Gemini 3 Pro
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
Gemini 3 Pro
winner$2.00/M
Rank #123/162 · confidence 4
GPT-4
$30.00/M
Rank #160/162 · confidence 4
Gemini 3 Pro
winner$4.50/M
Rank #130/162 · confidence 4
GPT-4
$37.50/M
Rank #160/162 · confidence 4
Gemini 3 Pro
winner$12.00/M
Rank #130/162 · confidence 4
GPT-4
$60.00/M
Rank #155/162 · confidence 4
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | Gemini 3 Pro | GPT-4 |
|---|---|---|
| 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 Pro | GPT-4 |
|---|---|---|
15 tests | Gemini 3 Pro speed / latency 83 tok/s / 14822ms input / output No data | GPT-4 speed / latency N/A / N/A input / output No data |
5 tests | Gemini 3 Pro speed / latency 85 tok/s / 12067ms input / output No data | GPT-4 speed / latency N/A / N/A input / output No data |
5 tests | Gemini 3 Pro speed / latency 16 tok/s / 1749ms input / output No data | GPT-4 speed / latency N/A / N/A input / output No data |
0 tests | Gemini 3 Pro speed / latency N/A / N/A input / output No data | GPT-4 speed / latency N/A / N/A input / output No data |
0 tests | Gemini 3 Pro speed / latency N/A / N/A input / output No data | GPT-4 speed / latency N/A / N/A input / output No data |
Gemini 3 Pro gemini-3-pro-preview speed / latency No data input / output $0/request | GPT-4 gpt-4-32k-0613 speed / latency No data input / output $0/request |
Weighted outcome: Gemini 3 Pro. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
| None listed |
Text inputText outputTool callingStructured outputsJSON mode |
