Gemini 3.5 Flash-Lite vs Laguna XS 2.1: Specs & Benchmark Comparison

Gemini 3.5 Flash-Lite is developed by Google, while Laguna XS 2.1 comes from Poolside. Both were released in July 2026. Laguna XS 2.1 has a published size of about 33 billion parameters; Google has not disclosed the parameter count of Gemini 3.5 Flash-Lite.

We have 6 benchmark results for Gemini 3.5 Flash-Lite and 4 benchmark results for Laguna XS 2.1, but they overlap on a single test: SWE-Bench Pro, where Gemini 3.5 Flash-Lite scores 54.2% against 47.6%.

Laguna XS 2.1 is the cheaper API at $0.10 per million input tokens and $0.20 per million output tokens, roughly 3 times cheaper than Gemini 3.5 Flash-Lite at $0.30 and $2.50. Gemini 3.5 Flash-Lite takes the larger context window at 1M tokens, compared with 262K for Laguna XS 2.1. Gemini 3.5 Flash-Lite accepts text and images as input, while Laguna XS 2.1 accepts text. On tooling, only Gemini 3.5 Flash-Lite supports function calling and only Gemini 3.5 Flash-Lite offers structured output.

CharacteristicGemini 3.5 Flash-LiteLaguna XS 2.1
CompanyGooglePoolside
Release DateJuly 21, 2026July 2, 2026
Parameters33B
MultimodalYesNo
Context (input)1.0M262K
Context (output)66K
Input Price / 1M$0.30$0.10
Output Price / 1M$2.50$0.20
Average Score53.2%54.8%
Benchmarks
SWE-Bench Pro54.2%47.6%

Visual Benchmark Comparison

Gemini 3.5 Flash-Lite
Laguna XS 2.1
SWE-Bench Pro0.5 vs 0.5
0.5
0.5

Verdict

Gemini 3.5 Flash-Lite leads in 2 out of 4 comparison categories.

Overall Performance

Both models show comparable average scores: Gemini 3.5 Flash-Lite — 0.5, Laguna XS 2.1 — 0.5.

API Cost

Laguna XS 2.1 is 9.3x cheaper: input $0.10/1M vs $0.30/1M tokens.

Context Window

Gemini 3.5 Flash-Lite supports a larger context: 1M vs 262K tokens.

Recency

Gemini 3.5 Flash-Lite is newer: released 7/21/2026 vs 7/2/2026.

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Frequently Asked Questions

Which is better for coding — Gemini 3.5 Flash-Lite or Laguna XS 2.1?
Direct comparison on the SWE-Bench benchmark is not available. We recommend reviewing other metrics on the comparison page.
Which model is cheaper — Gemini 3.5 Flash-Lite or Laguna XS 2.1?
Laguna XS 2.1 is cheaper for input: $0.10 per 1M tokens vs $0.30.
Which has a larger context window — Gemini 3.5 Flash-Lite or Laguna XS 2.1?
Gemini 3.5 Flash-Lite supports a larger context: 1,048,576 tokens vs 262,144.

The Gemini 3.5 Flash-Lite and Laguna XS 2.1 comparison is updated for 2026. Data includes benchmark results, API pricing, context window size and other specifications. For more detailed information, visit the Gemini 3.5 Flash-Lite or Laguna XS 2.1 page. See also the complete list of AI model comparisons.