Data points: 53
The readout for Gemini 3.1 Pro Preview and Qwen3, before the detailed comparison sheet.
Decision read
Qwen3
Qwen3 currently has the stronger profile, with verified wins split 0 to 4.
Evidence depth
53 data points
Includes 9 benchmark rows, 0 audit samples, and 3 provider examples.
Selection signal
Start with Qwen3
The charts below split 12 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.
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Model compare Gemini 3.1 Pro Preview vs Qwen3gemini-3-1-pro-preview-vs-qwen3 | Model A Gemini 3.1 Pro Preview | Model B Qwen3 |
|---|---|---|
| Overall leader | Contender | Leading |
| Verified metric wins | 0 wins | 4 wins |
| Where it leads | No data | Cheapest input price, Free providers, Provider coverage, Recent tests |
| Model metadata | Gemini 3.1 Pro Preview exposes 1.0M tokens; notable signals: Text input, Image input, File input, Audio input. | Qwen3 exposes 262.1K tokens; notable signals: Text input, Text output, Tool calling, Structured outputs. |
| Developer | No data | |
| Context window | 1.0M tokens | 262.1K tokens |
| Max output | 65.5K tokens | 16.4K tokens |
| Released | No data | Jul 2025 |
| Modalities | Input AudioFileImageTextvideo Output Text | Input Text Output Text |
| Features | Text inputImage inputFile inputAudio inputText outputTool callingStructured outputsJSON modeReasoning | Text inputText outputTool callingStructured outputsJSON mode |
| Parameters | No data | 235B / 22B active |
| Tokenizer | Gemini | Qwen3 |
| Knowledge cutoff | No data | 2025-06-30 |
| OpenRouter ID | google/gemini-3.1-pro-preview | qwen/qwen3-235b-a22b-2507 |
| References | No data | No data |
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 3.1 Pro Preview
64.2
Avg. score
Qwen3
63.6
Selected category
Reasoning
Gemini 3.1 Pro Preview leads by 19.3
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
Gemini 3.1 Pro Preview
129.5 tok/s
Rank #35/113 · confidence 4
Qwen3
winner156.2 tok/s
Rank #26/113 · confidence 4
Gemini 3.1 Pro Preview
23.89 s
Rank #82/113 · confidence 4
Qwen3
winner1.03 s
Rank #29/113 · confidence 4
Gemini 3.1 Pro Preview
23.89 s
Rank #105/113 · confidence 4
Qwen3
winner1.03 s
Rank #42/113 · confidence 4
Gemini 3.1 Pro Preview
$2.00/M
Rank #107/138 · confidence 4
Qwen3
winner$0.200/M
Rank #27/138 · confidence 4
Gemini 3.1 Pro Preview
$4.50/M
Rank #111/138 · confidence 4
Qwen3
winner$0.350/M
Rank #28/138 · confidence 4
Gemini 3.1 Pro Preview
$12.00/M
Rank #111/138 · confidence 4
Qwen3
winner$0.800/M
Rank #28/138 · confidence 4
Gemini 3.1 Pro Preview
winner94.1%
Rank #2/152 · confidence 4
Qwen3
65.9%
Rank #102/152 · confidence 4
Gemini 3.1 Pro Preview
winner44.7%
Rank #5/150 · confidence 4
Qwen3
6.8%
Rank #87/150 · confidence 4
Gemini 3.1 Pro Preview
winner58.9%
Rank #2/149 · confidence 4
Qwen3
30.4%
Rank #110/149 · confidence 4
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | Gemini 3.1 Pro Preview | Qwen3 |
|---|---|---|
| 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 Preview | Qwen3 |
|---|---|---|
Crond0 tests | Gemini 3.1 Pro Preview speed / latency N/A / N/A input / output No data | Qwen3 speed / latency N/A / N/A input / output No data |
RenRen API0 tests | Gemini 3.1 Pro Preview speed / latency N/A / N/A input / output No data | Qwen3 speed / latency N/A / N/A input / output No data |
鲨鱼魔法0 tests | Gemini 3.1 Pro Preview speed / latency N/A / N/A input / output No data | Qwen3 speed / latency N/A / N/A input / output No data |
This report only uses LMSpeed data for Gemini 3.1 Pro Preview and Qwen3: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | Gemini 3.1 Pro Preview | Qwen3 |
|---|---|---|
| When to choose each model | Gemini 3.1 Pro Preview Gemini 3.1 Pro Preview does not clearly lead on the verified metrics here, so check provider-specific pricing before choosing. | Qwen3 Qwen3 is stronger when you prioritize Cheapest input price, Free providers, Provider coverage, Recent tests. |
TL;DR: Qwen3 leads across 53 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from Gemini 3.1 Pro Preview vs Qwen3 into nearby model comparisons with enough verified LMSpeed data.
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
