Nemotron 3.5 Content Safety (free) vs WizardLM-2 8x22B
| Signal | Nemotron 3.5 Content Safety (free) | Delta | WizardLM-2 8x22B |
|---|---|---|---|
Capabilities | 50 | +17 | |
Pricing | 100 | +1 | |
Context window size | 81 | +5 | |
Recency | 100 | +100 | |
Output Capacity | 65 | +0 | |
Benchmarks | 0 | -31 | |
| Overall Result | 5 wins | of 6 | 1 wins |
Score History
40
current score
Nemotron 3.5 Content Safety (free)
right now
28.8
current score
Nemotron 3.5 Content Safety (free)
NVIDIA
WizardLM-2 8x22B
Microsoft
Nemotron 3.5 Content Safety (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 3.5 Content Safety (free) | WizardLM-2 8x22B | Winner |
|---|---|---|---|
| Overall Score | 40 | 29 | Nemotron 3.5 Content Safety (free) |
| Rank | #255 | #372 | Nemotron 3.5 Content Safety (free) |
| Quality Rank | #255 | #372 | Nemotron 3.5 Content Safety (free) |
| Adoption Rank | #255 | #372 | Nemotron 3.5 Content Safety (free) |
| Parameters | -- | 22B | -- |
| Context Window | 128K | 66K | Nemotron 3.5 Content Safety (free) |
| Pricing | Free | $0.62/$0.62/M | -- |
| Signal Scores | |||
| Capabilities | 50 | 33 | Nemotron 3.5 Content Safety (free) |
| Pricing | 100 | 99 | Nemotron 3.5 Content Safety (free) |
| Context window size | 81 | 76 | Nemotron 3.5 Content Safety (free) |
| Recency | 100 | 0 | Nemotron 3.5 Content Safety (free) |
| Output Capacity | 65 | 65 | Nemotron 3.5 Content Safety (free) |
| Benchmarks | -- | 31 | WizardLM-2 8x22B |
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 #255), placing it in the top 12% of all 290 models tracked.
Scores 29/100 (rank #372), placing it in the top -28% of all 290 models tracked.
Nemotron 3.5 Content Safety (free) has a 11-point advantage, which typically translates to noticeably better performance on complex reasoning, code generation, and multi-step tasks.
Choose Nemotron 3.5 Content Safety (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
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
Choose WizardLM-2 8x22B when you need:
- 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 3.5 Content Safety (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 (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 3.5 Content Safety (free) clearly outperforms WizardLM-2 8x22B with a significant 11.2-point lead. For most general use cases, Nemotron 3.5 Content Safety (free) is the stronger choice. However, WizardLM-2 8x22B may still excel in niche scenarios.
By Use Case
Best for Quality
Nemotron 3.5 Content Safety (free)
Marginally better benchmark scores; both are excellent
Best for Cost
Nemotron 3.5 Content Safety (free)
100% lower pricing; better value at scale
Best for Reliability
Nemotron 3.5 Content Safety (free)
Higher uptime and faster response speeds
Best for Prototyping
Nemotron 3.5 Content Safety (free)
Stronger community support and better developer experience
Best for Production
Nemotron 3.5 Content Safety (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 3.5 Content Safety (free) | WizardLM-2 8x22B |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Calling | ||
| Streaming | ||
| JSON Modediffers | ||
| Reasoningdiffers | ||
| Web Search | ||
| Image Output |
Nemotron 3.5 Content Safety (free)
NVIDIA
WizardLM-2 8x22B
Microsoft
Nemotron 3.5 Content Safety (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 3.5 Content Safety (free) | WizardLM-2 8x22B |
|---|---|---|
| Context Window | 128K | 66K |
| Max Output Tokens | 8,192 | 8,000 |
| Open Source | Yes | Yes |
| Created | Jun 4, 2026 | Apr 16, 2024 |