Data points: 65
Model compare
The readout for Nemotron Nano 12B 2 VL and Qwen3.5, before the detailed comparison sheet.
Weighted outcome: Qwen3.5. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
Qwen3.5
Qwen3.5 has the higher weighted result; Model A / B score 33.3 to 66.7.
Evidence depth
65 data points
Includes 0 benchmark rows, 0 audit samples, and 8 provider examples.
Selection signal
Start with Qwen3.5
The charts below split 8 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 Nemotron Nano 12B 2 VL and Qwen3.5: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | Nemotron Nano 12B 2 VL | Qwen3.5 |
|---|---|---|
| Overall leader | Contender | Leading |
| Weighted overall score | 33.3 pts | 66.7 pts |
| Benchmark category leads | 0 categories | 0 categories |
| Operational advantages | Cheapest input price | Free providers, Provider coverage |
| Context window | 128K tokens | 262.1K tokens |
| Max output | 128K tokens | 262.1K tokens |
| Modalities | Input ImageTextvideo Output Text |
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 | Nemotron Nano 12B 2 VL | Qwen3.5 |
|---|---|---|
| Developer | NVIDIA | No data |
| Released | Oct 2025 | Mar 2026 |
| Parameters | 12B | 9B |
| Tokenizer | Other | Qwen3 |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | nvidia/nemotron-nano-12b-v2-vl | qwen/qwen3.5-9b |
| References | No data | No data |
This report only uses LMSpeed data for Nemotron Nano 12B 2 VL and Qwen3.5: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
Nemotron Nano 12B 2 VL
Nemotron Nano 12B 2 VL has these operational advantages: Cheapest input price.
Qwen3.5
Qwen3.5 has these operational advantages: 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
Nemotron Nano 12B 2 VL
-
Avg. score
Qwen3.5
48.9
Qwen3.5
Qwen3.5
Qwen3.5
Qwen3.5
Qwen3.5
Qwen3.5
Qwen3.5
Qwen3.5
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 | Nemotron Nano 12B 2 VL | Qwen3.5 |
|---|---|---|
| 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 | Nemotron Nano 12B 2 VL | Qwen3.5 |
|---|---|---|
15 tests | Nemotron Nano 12B 2 VL speed / latency N/A / N/A input / output No data | Qwen3.5 speed / latency 131 tok/s / 9324ms input / output No data |
0 tests | Nemotron Nano 12B 2 VL speed / latency N/A / N/A input / output No data | Qwen3.5 speed / latency N/A / N/A input / output No data |
0 tests | Nemotron Nano 12B 2 VL speed / latency N/A / N/A input / output No data | Qwen3.5 speed / latency N/A / N/A input / output No data |
0 tests | Nemotron Nano 12B 2 VL nvidia/nemotron-nano-12b-v2-vl:free speed / latency N/A / N/A input / output $0.010/request | Qwen3.5 qwen3.5-2b speed / latency N/A / N/A input / output $0.010/request |
0 tests | Nemotron Nano 12B 2 VL speed / latency N/A / N/A input / output No data | Qwen3.5 speed / latency N/A / N/A input / output No data |
Nemotron Nano 12B 2 VL nemotron-nano-12b-v2-vl speed / latency No data input / output $0/M/$0/M | Qwen3.5 qwen3.5-122b-a10b speed / latency No data input / output $0/M | |
Nemotron Nano 12B 2 VL nemotron-nano-12b-v2-vl speed / latency No data input / output $0.100/request | Qwen3.5 qwen3.5-397b-a17b speed / latency No data input / output $0.100/request | |
Nemotron Nano 12B 2 VL nvidia/nemotron-nano-12b-v2-vl speed / latency No data input / output $0.200/M/$0.600/M | Qwen3.5 qwen/qwen3.5-397b-a17b speed / latency No data input / output $0.390/M |
Weighted outcome: Qwen3.5. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Input
Output
| Features | Text inputImage inputText outputTool callingReasoning | Text inputImage inputText outputTool callingStructured outputsJSON modeReasoning |
|---|
