API cost decision in 10 seconds

DeepSeek V3 0324 vs NewLaguna XS.2 (free)

Pick Laguna XS.2 (free) for lower cost; pick DeepSeek V3 0324 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 DeepSeek V3 0324 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 $0.58 for DeepSeek V3 0324, saving $0.58 (100% lower).

Cost-first pickLaguna XS.2 (free)
Context-first pickDeepSeek V3 0324
Sample savings$0.58100%
10x traffic gap$5.85

DeepSeek V3 0324 has more context, but Laguna XS.2 (free) saves $0.58 on the standard workload. At 10x that traffic, the same price gap is about $5.85. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Laguna XS.2 (free) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickDeepSeek V3 0324Laguna XS.2 (free)
Input-heavy / RAG5M input + 500K outputLaguna XS.2 (free)$1.39$0
Balanced workload1M input + 1M outputLaguna XS.2 (free)$0.97$0
Output-heavy chatbot1M input + 5M outputLaguna XS.2 (free)$4.05$0
Cheaper input Laguna XS.2 (free) $0.2 vs $0 / 1M

Laguna XS.2 (free) is free for input tokens while DeepSeek V3 0324 costs $0.2 per 1M tokens.

Cheaper output Laguna XS.2 (free) $0.77 vs $0 / 1M

Laguna XS.2 (free) is free for output tokens while DeepSeek V3 0324 costs $0.77 per 1M tokens.

Larger context DeepSeek V3 0324 163.84K vs 131.07K

DeepSeek V3 0324 has 32.77K more context (1.25x larger).

Sample workload Laguna XS.2 (free) $0.58 vs $0

Laguna XS.2 (free) is free for the standard workload while the other model is estimated at $0.58.

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
DeepSeek V3 0324 Calculating… Estimated API cost
Laguna XS.2 (free) Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

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

Verdict

Laguna XS.2 (free) has the lower input price; Laguna XS.2 (free) has the lower output price; DeepSeek V3 0324 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 $0.58 for DeepSeek V3 0324 and $0 for Laguna XS.2 (free).

Best Fit

Choose DeepSeek V3 0324 when you care most about larger context window.

Choose Laguna XS.2 (free) when you care most about lower input-token price, and lower output-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, Laguna XS.2 (free) is estimated at $0 vs $0.58 for DeepSeek V3 0324, saving $0.58 (100% lower).
  • Laguna XS.2 (free) is free for the standard workload while the other model is estimated at $0.58.
  • Laguna XS.2 (free) is free for input tokens while DeepSeek V3 0324 costs $0.2 per 1M tokens.
  • Laguna XS.2 (free) is free for output tokens while DeepSeek V3 0324 costs $0.77 per 1M tokens.
  • DeepSeek V3 0324 has 32.77K more context (1.25x larger).
Head-to-Head Specs
FeatureDeepSeek V3 0324
(DeepSeek)
NewLaguna XS.2 (free)
(Poolside)
Input Price
prompt tokens per 1M
$0.2$0
Completion Price
per 1M tokens
$0.77$0
Sample Workload Cost
1M input + 500K output
$0.58$0
Context Window163.84K131.07K
Release Date
Popularity#52#56

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionLaguna XS.2 (free)On the standard 1M input plus 500K output workload, Laguna XS.2 (free) is estimated at $0 vs $0.58 for DeepSeek V3 0324, saving $0.58 (100% lower).
High-volume input processingLaguna XS.2 (free)Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsLaguna XS.2 (free)Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workDeepSeek V3 0324A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • DeepSeek V4 Flash (free) can replace DeepSeek V3 0324 when lower sample workload cost matters most: $0.
  • DeepSeek V4 Flash can replace DeepSeek V3 0324 when lower sample workload cost matters most: $0.2.
  • R1 Distill Qwen 32B can replace DeepSeek V3 0324 when lower sample workload cost matters most: $0.43.
  • DeepSeek V3.2 can replace DeepSeek V3 0324 when lower sample workload cost matters most: $0.44.
Larger context near this budget

Cheaper alternatives

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Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

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Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

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DeepSeek catalog

Review all tracked DeepSeek models before deciding whether this matchup is the right shortlist.

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Poolside catalog

Check other Poolside models with comparable pricing, context, or release timing.

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DeepSeek V3 0324

DeepSeek V3, a 685B-parameter, mixture-of-experts model, is the latest iteration of the flagship chat model family from the DeepSeek team. It succeeds the [DeepSeek V3](/deepseek/deepseek-chat-v3) model and performs really well...

Laguna XS.2 (free)

Laguna 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...