Data points: 81
Model compare
The readout for Gemini 3 Flash and Qwen3 Coder Next, before the detailed comparison sheet.
Weighted outcome: Gemini 3 Flash. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
Gemini 3 Flash
Gemini 3 Flash has the higher weighted result; Model A / B score 100 to 0.
Evidence depth
81 data points
Includes 9 benchmark rows, 0 audit samples, and 8 provider examples.
Selection signal
Start with Gemini 3 Flash
The charts below split 17 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 Flash and Qwen3 Coder Next: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | Gemini 3 Flash | Qwen3 Coder Next |
|---|---|---|
| Overall leader | Leading | Contender |
| Weighted overall score | 100.0 pts | 0.0 pts |
| Benchmark category leads | 2 categories | 0 categories |
| Operational advantages | Cheapest input price, Free providers, Provider coverage | No data |
| Context window | 1.0M tokens | 262.1K tokens |
| Max output | 65.5K tokens | 262.1K tokens |
| Modalities | Input TextImageFileAudiovideo Output |
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 Flash | Qwen3 Coder Next |
|---|---|---|
| Developer | Qwen | |
| Released | Dec 2025 | Feb 2026 |
| Parameters | No data | No data |
| Tokenizer | Gemini | Qwen |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | google/gemini-3-flash-preview | qwen/qwen3-coder-next |
| References | No data | No data |
This report only uses LMSpeed data for Gemini 3 Flash and Qwen3 Coder Next: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
Gemini 3 Flash
Gemini 3 Flash is stronger in benchmark categories (Coding, Reasoning) and operational dimensions (Cheapest input price, Free providers, Provider coverage).
Qwen3 Coder Next
Qwen3 Coder Next does not clearly lead in the benchmark or operational dimensions shared by both models.
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 Flash
50.2
Avg. score
Qwen3 Coder Next
48.4
Gemini 3 Flash
Gemini 3 Flash leads by 6.3
Gemini 3 Flash leads by 3.3
Gemini 3 Flash
Gemini 3 Flash
No data
No data
Gemini 3 Flash
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
Gemini 3 Flash
winner204.3 tok/s
Rank #17/139 · confidence 4
Qwen3 Coder Next
120.7 tok/s
Rank #48/139 · confidence 4
Gemini 3 Flash
winner0.74 s
Rank #26/139 · confidence 4
Qwen3 Coder Next
1.00 s
Rank #34/139 · confidence 4
Gemini 3 Flash
winner0.74 s
Rank #35/139 · confidence 4
Qwen3 Coder Next
1.00 s
Rank #56/139 · confidence 4
Gemini 3 Flash
$3.00/M
Rank #86/163 · confidence 4
Qwen3 Coder Next
winner$1.20/M
Rank #44/163 · confidence 4
Gemini 3 Flash
$1.13/M
Rank #82/163 · confidence 4
Qwen3 Coder Next
winner$0.563/M
Rank #51/163 · confidence 4
Gemini 3 Flash
$0.500/M
Rank #70/163 · confidence 4
Qwen3 Coder Next
winner$0.350/M
Rank #57/163 · confidence 4
Gemini 3 Flash
winner81.2%
Rank #71/187 · confidence 4
Qwen3 Coder Next
73.7%
Rank #104/187 · confidence 4
Gemini 3 Flash
winner14.1%
Rank #75/186 · confidence 4
Qwen3 Coder Next
9.3%
Rank #94/186 · confidence 4
Gemini 3 Flash
winner49.9%
Rank #17/184 · confidence 4
Qwen3 Coder Next
32.3%
Rank #124/184 · confidence 4
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | Gemini 3 Flash | Qwen3 Coder Next |
|---|---|---|
| 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 Flash | Qwen3 Coder Next |
|---|---|---|
10 tests | Gemini 3 Flash speed / latency 155 tok/s / 6071ms input / output No data | Qwen3 Coder Next speed / latency N/A / N/A input / output No data |
5 tests | Gemini 3 Flash speed / latency 157 tok/s / 6586ms input / output No data | Qwen3 Coder Next speed / latency N/A / N/A input / output No data |
0 tests | Gemini 3 Flash speed / latency N/A / N/A input / output No data | Qwen3 Coder Next speed / latency N/A / N/A input / output No data |
0 tests | Gemini 3 Flash speed / latency N/A / N/A input / output No data | Qwen3 Coder Next speed / latency N/A / N/A input / output No data |
0 tests | Gemini 3 Flash speed / latency N/A / N/A input / output No data | Qwen3 Coder Next speed / latency N/A / N/A input / output No data |
Gemini 3 Flash gemini-3-flash-preview speed / latency No data input / output $0/M/$0/M | Qwen3 Coder Next qwen3-coder-next speed / latency No data input / output $75.00/M | |
Gemini 3 Flash gemini-3-flash-preview speed / latency No data input / output $0.500/M/$3.50/M | Qwen3 Coder Next qwen3-coder-next speed / latency No data input / output $0.010/request | |
Gemini 3 Flash gemini-3-flash-preview-nothinking speed / latency No data input / output $0.026/M/$0.156/M | Qwen3 Coder Next qwen3-coder-next speed / latency No data input / output $10.27/M |
Weighted outcome: Gemini 3 Flash. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Input Text Output Text |
| Features | Text inputImage inputFile inputAudio inputText outputTool callingStructured outputsJSON modeReasoning | Text inputText outputTool callingStructured outputsJSON mode |
|---|
