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Poolside: Laguna XS 2.1

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8.8 / 10 Overall Rating

Poolside's Laguna XS 2.1 is a 33B-parameter specialized coding model designed for autonomous software agent workflows. Featuring a 262K token context window and a 32K max output limit, it delivers extreme cost efficiency for high-volume code generation compared to GPT-4o and Claude 3.5 Sonnet.

Context Window
262K
Knowledge Cutoff
2025
Max Output
16K
License
Proprietary

Where it Excels (Pros)

  • Ultra-low pricing per million tokens
  • Large 262K token context window
  • High 32K max output length
  • Specialized for software agent tasks

Limitations (Cons)

  • Lower general reasoning than GPT-4o
  • Text-only with no multimodal support

Benchmark Breakdown

Reasoning (MMLU)82%
Coding (HumanEval)78%
Mathematics (MATH)76%
Long-Context Retrieval95%

Pricing Matrix

Input cost / 1M tokens$0.06
Output cost / 1M tokens$0.12

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