Nemotron 3 Super vs Qwen 3.5
Comprehensive comparison between NVIDIA's Nemotron 3 Super and Alibaba (Qwen)'s Qwen 3.5. Compare pricing, performance, features, and user reviews.
Nemotron 3 Super
NVIDIANVIDIA's flagship open-source model for agentic AI, featuring 120B total parameters with 12B active (MoE). Hybrid Mamba-Transformer architecture delivers 5x throughput vs previous Nemotron Super. 1M context window prevents goal drift in complex multi-agent workflows. #1 on DeepResearch Bench.
Qwen 3.5
Alibaba (Qwen)Alibaba's flagship open-source MoE model with 397B total parameters (17B active per pass). Apache 2.0 licensed for commercial use. Supports 201 languages with native vision capabilities. Best open-weight model for local deployment.
Specs Comparison
| Specification | Nemotron 3 Super | Qwen 3.5 |
|---|---|---|
| Context Window | 1000K | 262K |
| Max Output | 40K | 32K |
| Input (per 1M tokens) | $0.40 | $0.39 |
| Output (per 1M tokens) | $2.20 | $1.56 |
| Reasoning | ||
| Open Source |
Scenario Score Comparison
Nemotron 3 Super
Pros
- + 1M context window for full workflow state
- + 5x throughput vs previous Nemotron Super
- + Open weights under permissive license
- + #1 on DeepResearch Bench I & II
- + Multi-token prediction for 3x faster inference
Cons
- − Text-only (no multimodal support)
- − Requires high-end hardware for self-hosting
- − New release, limited community feedback
Qwen 3.5
Pros
- + Open source (Apache 2.0)
- + Self-hostable with vLLM
- + 201 language support
- + MoE efficiency (17B active)
- + Cheapest API among frontier-class
- + Strong vision/multimodal performance
Cons
- − Weaker on hard coding tasks vs Opus/GPT
- − Requires significant VRAM for local hosting
- − Quantization affects complex reasoning
- − Smaller context than GPT-5.4/Opus 4.6
Recommendation
Choose Nemotron 3 Super if you:
- • Need 1m context window for full workflow state
- • Need 5x throughput vs previous nemotron super
- • Need open weights under permissive license
Choose Qwen 3.5 if you:
- • Need open source (apache 2.0)
- • Need self-hostable with vllm
- • Need 201 language support
Based on scores across 2 scenarios, Qwen 3.5 performs better overall.
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