Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Claude Sonnet 5
94
Laguna XS.2
63
Pick Claude Sonnet 5 if you want the stronger benchmark profile. Laguna XS.2 only becomes the better choice if you want the cheaper token bill.
Agentic
+51.7 difference
Coding
+9.9 difference
Claude Sonnet 5
Laguna XS.2
$3 / $15
$0.1 / $0.2
N/A
N/A
N/A
N/A
1M
256K
Pick Claude Sonnet 5 if you want the stronger benchmark profile. Laguna XS.2 only becomes the better choice if you want the cheaper token bill.
Claude Sonnet 5 is clearly ahead on the provisional aggregate, 94 to 63. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Claude Sonnet 5's sharpest advantage is in agentic, where it averages 81.8 against 30.1. The single biggest benchmark swing on the page is Terminal-Bench 2.0, 80.4% to 30.1%.
Claude Sonnet 5 is also the more expensive model on tokens at $3.00 input / $15.00 output per 1M tokens, versus $0.10 input / $0.20 output per 1M tokens for Laguna XS.2. That is roughly 75.0x on output cost alone. Claude Sonnet 5 gives you the larger context window at 1M, compared with 256K for Laguna XS.2.
Claude Sonnet 5 is ahead on BenchLM's provisional leaderboard, 94 to 63. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 80.4% and 30.1%.
Claude Sonnet 5 has the edge for coding in this comparison, averaging 63.2 versus 53.3. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
Claude Sonnet 5 has the edge for agentic tasks in this comparison, averaging 81.8 versus 30.1. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
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