Nemotron 3 Super vs Qwen3 VL 32B Instruct
| Signal | Nemotron 3 Super | Delta | Qwen3 VL 32B Instruct |
|---|---|---|---|
Capabilities | 67 | -- | |
Pricing | 100 | -- | |
Context window size | 95 | +14 | |
Recency | 100 | +20 | |
Output Capacity | 70 | -5 | |
| Overall Result | 2 wins | of 5 | 1 wins |
Score History
40
current score
Tied
right now
40
current score
Nemotron 3 Super
NVIDIA
Qwen3 VL 32B Instruct
Alibaba
Nemotron 3 Super saves you $2.70/month
That's $32.40/year compared to Qwen3 VL 32B Instruct at your current usage level of 100K calls/month.
| Metric | Nemotron 3 Super | Qwen3 VL 32B Instruct | Winner |
|---|---|---|---|
| Overall Score | 40 | 40 | -- |
| Rank | #284 | #310 | Nemotron 3 Super |
| Quality Rank | #284 | #310 | Nemotron 3 Super |
| Adoption Rank | #284 | #310 | Nemotron 3 Super |
| Parameters | 120B | 32B | -- |
| Context Window | 1000K | 131K | Nemotron 3 Super |
| Pricing | $0.08/$0.40/M | $0.10/$0.42/M | -- |
| Signal Scores | |||
| Capabilities | 67 | 67 | Nemotron 3 Super |
| Pricing | 100 | 100 | Nemotron 3 Super |
| Context window size | 95 | 81 | Nemotron 3 Super |
| Recency | 100 | 80 | Nemotron 3 Super |
| Output Capacity | 70 | 75 | Qwen3 VL 32B Instruct |
Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.
Scores 40/100 (rank #284), placing it in the top 2% of all 290 models tracked.
Scores 40/100 (rank #310), placing it in the top -7% of all 290 models tracked.
With only a 0-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.
Choose Nemotron 3 Super when you need:
- Processing long documents or large codebases (1000K token context)
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
Choose Qwen3 VL 32B Instruct when you need:
- Multimodal workflows that require image understanding
- Self-hosted deployments where you need full control over the model
Nemotron 3 Super offers 7% better value per quality point. At 1M tokens/day, you'd spend $7.27/month with Nemotron 3 Super vs $7.80/month with Qwen3 VL 32B Instruct - a $0.53 monthly difference.
Both models have comparable response speeds. For most applications, the latency difference is negligible.
When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.
Code generation & review
Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Suitable for user-facing chat with competitive response times. Nemotron 3 Super also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (1000K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.40/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (40/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
Nemotron 3 Super and Qwen3 VL 32B Instruct are extremely close in overall performance (only 0 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.
By Use Case
Best for Quality
Nemotron 3 Super
Marginally better benchmark scores; both are excellent
Best for Cost
Nemotron 3 Super
7% lower pricing; better value at scale
Best for Reliability
Nemotron 3 Super
Higher uptime and faster response speeds
Best for Prototyping
Nemotron 3 Super
Stronger community support and better developer experience
Best for Production
Nemotron 3 Super
Wider enterprise adoption and proven at scale
by NVIDIA
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Cost - 7% lower pricing; better value at scale
- Choose for Reliability - Higher uptime and faster response speeds
- Choose for Prototyping - Stronger community support and better developer experience
- Choose for Production - Wider enterprise adoption and proven at scale
| Capability | Nemotron 3 Super | Qwen3 VL 32B Instruct |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Search | ||
| Image Output |
Nemotron 3 Super
NVIDIA
Qwen3 VL 32B Instruct
Alibaba
Nemotron 3 Super saves you $0.0534/month
That's 8% cheaper than Qwen3 VL 32B Instruct at 1,000 tokens/request and 100 requests/day.
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | Nemotron 3 Super | Qwen3 VL 32B Instruct |
|---|---|---|
| Context Window | 1M | 131K |
| Max Output Tokens | 16,384 | 32,768 |
| Open Source | Yes | Yes |
| Created | Mar 11, 2026 | Oct 23, 2025 |