Laguna XS.2 (free) is free for input tokens while Nemotron 3 Super costs $0.09 per 1M tokens.
API cost decision in 10 seconds
NewLaguna XS.2 (free) vs Nemotron 3 Super
Pick Laguna XS.2 (free) for lower cost; pick Nemotron 3 Super only if the larger context window matters more.
Page updated:
Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Laguna XS.2 (free) for lower cost; pick Nemotron 3 Super only if the larger context window matters more.
On the standard 1M input plus 500K output workload, Laguna XS.2 (free) is estimated at $0 vs $0.32 for Nemotron 3 Super, saving $0.32 (100% lower).
Cost-first pickLaguna XS.2 (free)
Context-first pickNemotron 3 Super
Sample savings$0.32100%
10x traffic gap$3.15
Nemotron 3 Super has more context, but Laguna XS.2 (free) saves $0.32 on the standard workload. At 10x that traffic, the same price gap is about $3.15. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Laguna XS.2 (free) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Laguna XS.2 (free) | Nemotron 3 Super |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Laguna XS.2 (free) | $0 | $0.68 |
| Balanced workload | 1M input + 1M output | Laguna XS.2 (free) | $0 | $0.54 |
| Output-heavy chatbot | 1M input + 5M output | Laguna XS.2 (free) | $0 | $2.34 |
Laguna XS.2 (free) is free for output tokens while Nemotron 3 Super costs $0.45 per 1M tokens.
Nemotron 3 Super has 868.93K more context (7.63x larger).
Laguna XS.2 (free) is free for the standard workload while the other model is estimated at $0.32.
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
Laguna XS.2 (free) has the lower input price; Laguna XS.2 (free) has the lower output price; Nemotron 3 Super offers the larger context window. For the 1M input plus 500K output sample, Laguna XS.2 (free) is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $0 for Laguna XS.2 (free) and $0.32 for Nemotron 3 Super.
Choose Laguna XS.2 (free) when you care most about lower input-token price, and lower output-token price.
Choose Nemotron 3 Super when you care most about larger context window.
- On the standard 1M input plus 500K output workload, Laguna XS.2 (free) is estimated at $0 vs $0.32 for Nemotron 3 Super, saving $0.32 (100% lower).
- Laguna XS.2 (free) is free for the standard workload while the other model is estimated at $0.32.
- Laguna XS.2 (free) is free for input tokens while Nemotron 3 Super costs $0.09 per 1M tokens.
- Laguna XS.2 (free) is free for output tokens while Nemotron 3 Super costs $0.45 per 1M tokens.
- Nemotron 3 Super has 868.93K more context (7.63x larger).
| Feature | NewLaguna XS.2 (free) (Poolside) | Nemotron 3 Super (NVIDIA) |
|---|---|---|
| Input Price prompt tokens per 1M | $0 | $0.09 |
| Completion Price per 1M tokens | $0 | $0.45 |
| Sample Workload Cost 1M input + 500K output | $0 | $0.32 |
| Context Window | 131.07K | 1M |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Laguna XS.2 (free) | On the standard 1M input plus 500K output workload, Laguna XS.2 (free) is estimated at $0 vs $0.32 for Nemotron 3 Super, saving $0.32 (100% lower). |
| High-volume input processing | Laguna XS.2 (free) | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Laguna XS.2 (free) | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Nemotron 3 Super | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Nemotron 3 Super (free) can replace Nemotron 3 Super when lower sample workload cost matters most: $0.
- Nemotron 3 Nano Omni (free) can replace Nemotron 3 Super when lower sample workload cost matters most: $0.
- Nemotron 3 Nano 30B A3B (free) can replace Nemotron 3 Super when lower sample workload cost matters most: $0.
- Nemotron Nano 12B 2 VL (free) can replace Nemotron 3 Super when lower sample workload cost matters most: $0.
- Llama 4 Scout offers 10M context with $0.23 sample workload cost.
- Owl Alpha offers 1.05M context with $0 sample workload cost.
- DeepSeek V4 Flash offers 1.05M context with $0.2 sample workload cost.
- Gemini 2.5 Flash Lite offers 1.05M context with $0.3 sample workload cost.
- DeepSeek V4 Flash · DeepSeek · #1
- Hy3 preview · Tencent · #2
- Claude Opus 4.7 · Anthropic · #3
- Claude Sonnet 4.6 · Anthropic · #4
Cheaper alternatives
Review low-cost models sorted by a standard 1M input plus 500K output workload.
Open cheapest modelsLarger context alternatives
Find models with larger context windows for RAG, long documents, and codebase review.
Open largest context modelsProvider catalogs
Compare models within provider hubs before choosing a final API vendor.
Open provider hubsPoolside catalog
Review all tracked Poolside models before deciding whether this matchup is the right shortlist.
Open Poolside modelsNVIDIA catalog
Check other NVIDIA models with comparable pricing, context, or release timing.
Open NVIDIA modelsLaguna XS.2 is the second-generation model in the XS size class from [Poolside](https://poolside.ai), their efficient coding agent series. It combines tool calling and reasoning capabilities with a compact footprint, offering...
NVIDIA Nemotron 3 Super is a 120B-parameter open hybrid MoE model, activating just 12B parameters for maximum compute efficiency and accuracy in complex multi-agent applications. Built on a hybrid Mamba-Transformer...