| Signal | Nemotron Nano 12B 2 VL (free) | Delta | WizardLM-2 8x22B |
|---|---|---|---|
Capabilities | 67 | +50 | |
Pricing | 30 | +29 | |
Context window size | 81 | +5 | |
Recency | 100 | +94 | |
Output Capacity | 85 | +20 | |
| Overall Result | 5 wins | of 5 | 0 wins |
30
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NVIDIA
Microsoft
Nemotron Nano 12B 2 VL (free) saves you $93.00/month
That's $1116.00/year compared to WizardLM-2 8x22B at your current usage level of 100K calls/month.
| Metric | Nemotron Nano 12B 2 VL (free) | WizardLM-2 8x22B | Winner |
|---|---|---|---|
| Overall Score | 79 | 34 | Nemotron Nano 12B 2 VL (free) |
| Rank | #76 | #290 | Nemotron Nano 12B 2 VL (free) |
| Quality Rank | #76 | #290 | Nemotron Nano 12B 2 VL (free) |
| Adoption Rank | #76 | #290 | Nemotron Nano 12B 2 VL (free) |
| Parameters | 12B | 22B | -- |
| Context Window | 128K | 66K | Nemotron Nano 12B 2 VL (free) |
| Pricing | Free | $0.62/$0.62/M | -- |
| Signal Scores | |||
| Capabilities | 67 | 17 | Nemotron Nano 12B 2 VL (free) |
| Pricing | 30 | 1 | Nemotron Nano 12B 2 VL (free) |
| Context window size | 81 | 76 | Nemotron Nano 12B 2 VL (free) |
| Recency | 100 | 6 | Nemotron Nano 12B 2 VL (free) |
| Output Capacity | 85 | 65 | Nemotron Nano 12B 2 VL (free) |
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 79/100 (rank #76), placing it in the top 74% of all 290 models tracked.
Scores 34/100 (rank #290), placing it in the top 0% of all 290 models tracked.
Nemotron Nano 12B 2 VL (free) has a 45-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
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
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 (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 (79/100) 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) clearly outperforms WizardLM-2 8x22B with a significant 45.3-point lead. For most general use cases, Nemotron Nano 12B 2 VL (free) is the stronger choice. However, WizardLM-2 8x22B may still excel in niche scenarios.
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
| Capability | Nemotron Nano 12B 2 VL (free) | WizardLM-2 8x22B |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Search | ||
| Image Output |
NVIDIA
Microsoft
Nemotron Nano 12B 2 VL (free) saves you $1.86/month
That's 100% cheaper than WizardLM-2 8x22B 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) | WizardLM-2 8x22B |
|---|---|---|
| Context Window | 128K | 66K |
| Max Output Tokens | 128,000 | 8,000 |
| Open Source | Yes | Yes |
| Created | Oct 28, 2025 | Apr 16, 2024 |
Nemotron Nano 12B 2 VL (free) scores 79/100 (rank #76) compared to WizardLM-2 8x22B's 34/100 (rank #290), giving it a 45-point advantage. Nemotron Nano 12B 2 VL (free) is the stronger overall choice, though WizardLM-2 8x22B may excel in specific areas like certain benchmarks.
Nemotron Nano 12B 2 VL (free) is ranked #76 and WizardLM-2 8x22B is ranked #290 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 (free) is cheaper at $0.00/M output tokens vs WizardLM-2 8x22B's $0.62/M output tokens — 620.0x more expensive. Input token pricing: Nemotron Nano 12B 2 VL (free) at $0.00/M vs WizardLM-2 8x22B at $0.62/M.
Nemotron Nano 12B 2 VL (free) has a larger context window of 128,000 tokens compared to WizardLM-2 8x22B's 65,535 tokens. A larger context window means the model can process longer documents and conversations.