Ox Alpha is free for input tokens while Nemotron 3 Ultra (batch) costs $0.6 per 1M tokens.
API cost decision in 10 seconds
New🔥Ox Alpha vs Nemotron 3 Ultra (batch)
Pick Ox Alpha when budget and context both matter.
Page updated:
Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Ox Alpha when budget and context both matter.
On the standard 1M input plus 500K output workload, Ox Alpha is estimated at $0 vs $2.4 for Nemotron 3 Ultra (batch), saving $2.4 (100% lower).
Cost-first pickOx Alpha
Context-first pickOx Alpha
Sample savings$2.4100%
10x traffic gap$24
Ox Alpha is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $24. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Ox Alpha stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Ox Alpha | Nemotron 3 Ultra (batch) |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Ox Alpha | $0 | $4.8 |
| Balanced workload | 1M input + 1M output | Ox Alpha | $0 | $4.2 |
| Output-heavy chatbot | 1M input + 5M output | Ox Alpha | $0 | $18.6 |
Ox Alpha is free for output tokens while Nemotron 3 Ultra (batch) costs $3.6 per 1M tokens.
Ox Alpha has 536.29K more context (2.05x larger).
Ox Alpha is free for the standard workload while the other model is estimated at $2.4.
Estimate your workload cost
Your Workload Cost
This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.
Quick Decision
Ox Alpha has the lower input price; Ox Alpha has the lower output price; Ox Alpha offers the larger context window. For the 1M input plus 500K output sample, Ox Alpha is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $0 for Ox Alpha and $2.4 for Nemotron 3 Ultra (batch).
Choose Ox Alpha when you care most about lower input-token price, lower output-token price, and larger context window.
Choose Nemotron 3 Ultra (batch) when its provider, model quality, latency, or availability is more important than the numeric price/context winner.
- On the standard 1M input plus 500K output workload, Ox Alpha is estimated at $0 vs $2.4 for Nemotron 3 Ultra (batch), saving $2.4 (100% lower).
- Ox Alpha is free for the standard workload while the other model is estimated at $2.4.
- Ox Alpha is free for input tokens while Nemotron 3 Ultra (batch) costs $0.6 per 1M tokens.
- Ox Alpha is free for output tokens while Nemotron 3 Ultra (batch) costs $3.6 per 1M tokens.
- Ox Alpha has 536.29K more context (2.05x larger).
| Feature | New🔥Ox Alpha (stealth) | Nemotron 3 Ultra (batch) (NVIDIA) |
|---|---|---|
| Input Price prompt tokens per 1M | $0 | $0.6 |
| Completion Price per 1M tokens | $0 | $3.6 |
| Sample Workload Cost 1M input + 500K output | $0 | $2.4 |
| Context Window | 1.05M | 512.29K |
| Release Date | ||
| Popularity | #4 |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Ox Alpha | On the standard 1M input plus 500K output workload, Ox Alpha is estimated at $0 vs $2.4 for Nemotron 3 Ultra (batch), saving $2.4 (100% lower). |
| High-volume input processing | Ox Alpha | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Ox Alpha | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Ox Alpha | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Nemotron 3 Ultra (free) can replace Nemotron 3 Ultra (batch) when lower sample workload cost matters most: $0.
- Nemotron 3.5 Lightning (free) can replace Nemotron 3 Ultra (batch) when lower sample workload cost matters most: $0.
- Nemotron 3.5 Content Safety (free) can replace Nemotron 3 Ultra (batch) when lower sample workload cost matters most: $0.
- Nemotron 3 Nano Omni (free) can replace Nemotron 3 Ultra (batch) when lower sample workload cost matters most: $0.
- Grok 4.20 Multi-Agent offers 2M context with $2.5 sample workload cost.
- Grok 4.20 offers 2M context with $2.5 sample workload cost.
- DeepSeek V4 Flash 0731 offers 1.31M context with $0.17 sample workload cost.
- DeepSeek V4 Flash Latest offers 1.31M context with $0.11 sample workload cost.
- DeepSeek V4 Flash 0731 · DeepSeek · #1
- MiMo-V2.5 · Xiaomi · #2
- Hy3 · Tencent · #3
- DeepSeek V4 Flash 0423 · DeepSeek · #5
Cheaper alternatives
Review low-cost models sorted by a standard 1M input plus 500K output workload.
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Open provider hubsstealth catalog
Review all tracked stealth models before deciding whether this matchup is the right shortlist.
Open stealth modelsNVIDIA catalog
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