| Signal | Grok 3 | Delta | Nemotron Nano 12B 2 VL |
|---|---|---|---|
Capabilities | 67 | -- | |
Pricing | 15 | +14 | |
Context window size | 81 | -- | |
Recency | 82 | -18 | |
Output Capacity | 20 | -- | |
| Overall Result | 1 wins | of 5 | 1 wins |
2
days ranked higher
2
days
26
days ranked higher
xAI
NVIDIA
Nemotron Nano 12B 2 VL saves you $1000.00/month
That's $12000.00/year compared to Grok 3 at your current usage level of 100K calls/month.
| Metric | Grok 3 | Nemotron Nano 12B 2 VL | Winner |
|---|---|---|---|
| Overall Score | 66 | 69 | Nemotron Nano 12B 2 VL |
| Rank | #161 | #142 | Nemotron Nano 12B 2 VL |
| Quality Rank | #161 | #142 | Nemotron Nano 12B 2 VL |
| Adoption Rank | #161 | #142 | Nemotron Nano 12B 2 VL |
| Parameters | -- | 12B | -- |
| Context Window | 131K | 131K | -- |
| Pricing | $3.00/$15.00/M | $0.20/$0.60/M | -- |
| Signal Scores | |||
| Capabilities | 67 | 67 | Grok 3 |
| Pricing | 15 | 1 | Grok 3 |
| Context window size | 81 | 81 | Grok 3 |
| Recency | 82 | 100 | Nemotron Nano 12B 2 VL |
| Output Capacity | 20 | 20 | Grok 3 |
Our composite score (0–100) combines six weighted signals: benchmark performance (25%), pricing efficiency (25%), context window size (15%), model recency (15%), output capacity (10%), and capability versatility (10%). Here's what the scores mean for these two models:
Scores 66/100 (rank #161), placing it in the top 45% of all 290 models tracked.
Scores 69/100 (rank #142), placing it in the top 51% of all 290 models tracked.
With only a 4-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.
Nemotron Nano 12B 2 VL offers 96% better value per quality point. At 1M tokens/day, you'd spend $12.00/month with Nemotron Nano 12B 2 VL vs $270.00/month with Grok 3 — a $258.00 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
Higher benchmark score (0/100) indicates stronger performance on coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Faster response time (speed score 0/100) is critical for user-facing chat. Nemotron Nano 12B 2 VL also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (131K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.60/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (69/100) 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 has a moderate advantage with a 3.5-point lead in composite score. It wins on more signal dimensions, but Grok 3 has specific strengths that could make it the better choice for certain workflows.
Best for Quality
Grok 3
Marginally better benchmark scores; both are excellent
Best for Cost
Nemotron Nano 12B 2 VL
96% lower pricing; better value at scale
Best for Reliability
Grok 3
Higher uptime and faster response speeds
Best for Prototyping
Grok 3
Stronger community support and better developer experience
Best for Production
Grok 3
Wider enterprise adoption and proven at scale
by xAI
by NVIDIA
| Capability | Grok 3 | Nemotron Nano 12B 2 VL |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Searchdiffers | ||
| Image Output |
xAI
NVIDIA
Nemotron Nano 12B 2 VL saves you $22.32/month
That's 95% cheaper than Grok 3 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 | Grok 3 | Nemotron Nano 12B 2 VL |
|---|---|---|
| Context Window | 131K | 131K |
| Max Output Tokens | -- | -- |
| Open Source | No | Yes |
| Created | Jun 10, 2025 | Oct 28, 2025 |
Nemotron Nano 12B 2 VL scores 69/100 (rank #142) compared to Grok 3's 66/100 (rank #161), giving it a 4-point advantage. Nemotron Nano 12B 2 VL is the stronger overall choice, though Grok 3 may excel in specific areas like certain benchmarks.
Grok 3 is ranked #161 and Nemotron Nano 12B 2 VL is ranked #142 out of 290+ AI models. Rankings use a composite score combining benchmark performance (25%), pricing (25%), context window (15%), recency (15%), output capacity (10%), and versatility (10%). Scores update hourly.
Nemotron Nano 12B 2 VL is cheaper at $0.60/M output tokens vs Grok 3's $15.00/M output tokens — 25.0x more expensive. Input token pricing: Grok 3 at $3.00/M vs Nemotron Nano 12B 2 VL at $0.20/M.
Grok 3 has a larger context window of 131,072 tokens compared to Nemotron Nano 12B 2 VL's 131,072 tokens. A larger context window means the model can process longer documents and conversations.