Nemotron Nano 12B 2 VL (free) vs R1 Distill Llama 70B
| Signal | Nemotron Nano 12B 2 VL (free) | Delta | R1 Distill Llama 70B |
|---|---|---|---|
Capabilities | 67 | +33 | |
Pricing | 100 | +1 | |
Context window size | 81 | +19 | |
Recency | 81 | +50 | |
Output Capacity | 85 | +20 | |
Benchmarks | 0 | -40 | |
| Overall Result | 5 wins | of 6 | 1 wins |
Score History
40
current score
R1 Distill Llama 70B
right now
40.7
current score
Nemotron Nano 12B 2 VL (free)
NVIDIA
R1 Distill Llama 70B
DeepSeek
Nemotron Nano 12B 2 VL (free) saves you $120.00/month
That's $1440.00/year compared to R1 Distill Llama 70B at your current usage level of 100K calls/month.
| Metric | Nemotron Nano 12B 2 VL (free) | R1 Distill Llama 70B | Winner |
|---|---|---|---|
| Overall Score | 40 | 41 | R1 Distill Llama 70B |
| Rank | #309 | #232 | R1 Distill Llama 70B |
| Quality Rank | #309 | #232 | R1 Distill Llama 70B |
| Adoption Rank | #309 | #232 | R1 Distill Llama 70B |
| Parameters | 12B | 70B | -- |
| Context Window | 128K | 8K | Nemotron Nano 12B 2 VL (free) |
| Pricing | Free | $0.80/$0.80/M | -- |
| Signal Scores | |||
| Capabilities | 67 | 33 | Nemotron Nano 12B 2 VL (free) |
| Pricing | 100 | 99 | Nemotron Nano 12B 2 VL (free) |
| Context window size | 81 | 62 | Nemotron Nano 12B 2 VL (free) |
| Recency | 81 | 31 | Nemotron Nano 12B 2 VL (free) |
| Output Capacity | 85 | 65 | Nemotron Nano 12B 2 VL (free) |
| Benchmarks | -- | 40 | R1 Distill Llama 70B |
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 #309), placing it in the top -6% of all 290 models tracked.
Scores 41/100 (rank #232), placing it in the top 20% of all 290 models tracked.
With only a 1-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 Nano 12B 2 VL (free) when you need:
- High-volume production workloads where API costs must be minimized
- Processing long documents or large codebases (128K token context)
- Multimodal workflows that require image understanding
- Agentic applications using tool/function calling
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
Choose R1 Distill Llama 70B when you need:
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
Compare the cost per quality point to find the best value for your specific workload.
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 Nano 12B 2 VL (free) also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (128K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.00/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (41/100) 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 Nano 12B 2 VL (free) and R1 Distill Llama 70B are extremely close in overall performance (only 0.7000000000000028 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.
By Use Case
Best for Quality
Nemotron Nano 12B 2 VL (free)
Marginally better benchmark scores; both are excellent
Best for Cost
Nemotron Nano 12B 2 VL (free)
100% lower pricing; better value at scale
Best for Reliability
Nemotron Nano 12B 2 VL (free)
Higher uptime and faster response speeds
Best for Prototyping
Nemotron Nano 12B 2 VL (free)
Stronger community support and better developer experience
Best for Production
Nemotron Nano 12B 2 VL (free)
Wider enterprise adoption and proven at scale
by NVIDIA
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Cost - 100% 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 Nano 12B 2 VL (free) | R1 Distill Llama 70B |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Search | ||
| Image Output |
Nemotron Nano 12B 2 VL (free)
NVIDIA
R1 Distill Llama 70B
DeepSeek
Nemotron Nano 12B 2 VL (free) saves you $2.40/month
That's 100% cheaper than R1 Distill Llama 70B 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 Nano 12B 2 VL (free) | R1 Distill Llama 70B |
|---|---|---|
| Context Window | 128K | 8K |
| Max Output Tokens | 128,000 | 8,192 |
| Open Source | Yes | Yes |
| Created | Oct 28, 2025 | Jan 23, 2025 |