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Model comparison

Claude Sonnet 4.5 vs Laguna XS.2

Data verified

Head-to-head evidence from 2 shared benchmark results across 2 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

52.82/100
No comparison
Poolside
N/A
2 category wins0 category wins

Public leaderboard positions: Claude Sonnet 4.5 #98 (Estimated); Laguna XS.2 unranked (Not scored). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Claude Sonnet 4.5 and Laguna XS.2 share 2 comparable benchmark results. 2 of 8 categories are comparable. 10 results are unique to Claude Sonnet 4.5; 3 to Laguna XS.2.

Updated July 27, 2026
Shared results
2
Claude Sonnet 4.5 only
10
Laguna XS.2 only
3
Comparable categories
2 / 8

Treat this as a split decision. Claude Sonnet 4.5 makes more sense if agentic is the priority or you would rather avoid the extra latency and token burn of a reasoning model; Laguna XS.2 is the better fit if you want the cheaper token bill or you need the larger 256K context window.

Confidence note. This is a partial-evidence comparison with 2 shared benchmark results across 2 evidence categories; 2 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

Claude Sonnet 4.5 and Laguna XS.2 finish on the same BenchAlign overall score, so this is less about a single winner and more about where the edge shows up. The BenchAlign headline says tie; the benchmark table is where the real choice happens.

Claude Sonnet 4.5 is also the more expensive model on tokens at $3.00 input / $15.00 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Laguna XS.2. That is roughly Infinityx on output cost alone. Laguna XS.2 is the reasoning model in the pair, while Claude Sonnet 4.5 is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. Laguna XS.2 gives you the larger context window at 256K, compared with 200K for Claude Sonnet 4.5.

Category breakdown

Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.

Category scores and score margins for Claude Sonnet 4.5 and Laguna XS.2
CategoryClaude Sonnet 4.5ΔLaguna XS.2
AgenticClaude Sonnet 4.555.4Margin 19.7Laguna XS.235.7
CodingClaude Sonnet 4.577.2Margin 16.4Laguna XS.260.8
ReasoningClaude Sonnet 4.513.6MarginNo overlapLaguna XS.2Not measured
KnowledgeClaude Sonnet 4.583.4MarginNo overlapLaguna XS.2Not measured
MathClaude Sonnet 4.511.2MarginNo overlapLaguna XS.2Not measured

Decisive benchmark drivers

The largest measured benchmark gaps in this matchup, with exact reported values.

More
A · Claude Sonnet 4.5B · Laguna XS.2
  1. Terminal-Bench 2.0

    Agentic
    Source ↗
    A 50%B 35.7%
    Winner: Claude Sonnet 4.5Δ 14.3
    Terminal-Bench 2.0: Claude Sonnet 4.5 scored 50%; Laguna XS.2 scored 35.7%. Claude Sonnet 4.5 wins this benchmark.
  2. SWE-bench Verified

    Coding
    Source ↗
    A 77.2%B 69.9%
    Winner: Claude Sonnet 4.5Δ 7.3
    SWE-bench Verified: Claude Sonnet 4.5 scored 77.2%; Laguna XS.2 scored 69.9%. Claude Sonnet 4.5 wins this benchmark.

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

MetricClaude Sonnet 4.5Laguna XS.2Comparison
Input / output priceUSD per 1M tokensClaude Sonnet 4.5$3 input / $15 outputLaguna XS.2$0 input / $0 outputLaguna XS.2 has the lower combined listed price.
Generation speedtokens per secondClaude Sonnet 4.5Not availableLaguna XS.2Not availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenClaude Sonnet 4.5Not availableLaguna XS.2Not availableA complete latency comparison is not available.
Context windowmaximum listed tokensClaude Sonnet 4.5200KLaguna XS.2256KLaguna XS.2 lists the larger context window.

Benchmark Deep Dive

AgenticClaude Sonnet 4.5 wins
BenchmarkClaude Sonnet 4.5Laguna XS.2Result
Terminal-Bench 2.0Source 50%35.7%Claude Sonnet 4.5 leads
OSWorld-VerifiedSource 61.4%Not comparable
VITA-BenchSource 17.0%Not comparable
Gert LabsSource 48.51%Not comparable
JobBenchSource 27.7%Not comparable
CodingClaude Sonnet 4.5 wins
BenchmarkClaude Sonnet 4.5Laguna XS.2Result
SWE-bench VerifiedSource 77.2%69.9%Claude Sonnet 4.5 leads
SWE MultilingualSource 57.7%Not comparable
SWE-bench ProSource 46.3%Not comparable
Terminal-Bench 2.0Source 35.7%Not comparable
Reasoning
BenchmarkClaude Sonnet 4.5Laguna XS.2Result
ARC-AGI-2Source 13.6%Not comparable
Knowledge
BenchmarkClaude Sonnet 4.5Laguna XS.2Result
GPQASource 83.4%Not comparable
Math
BenchmarkClaude Sonnet 4.5Laguna XS.2Result
AIME 2025Source 87%Not comparable
FrontierMath v2 (Tiers 1-3)Source 13.495%Not comparable
FrontierMath v2 (Tier 4)Source 4.167%Not comparable
Multimodal
BenchmarkClaude Sonnet 4.5Laguna XS.2Result
Design Arena WebsiteSource 1215Not comparable
Frequently Asked Questions (3)

Which is better, Claude Sonnet 4.5 or Laguna XS.2?

Claude Sonnet 4.5 and Laguna XS.2 are tied on the BenchAlign overall score, so the right pick depends on which category matters most for your use case.

Which is better for coding, Claude Sonnet 4.5 or Laguna XS.2?

Claude Sonnet 4.5 has the edge for coding in this comparison, averaging 77.2 versus 60.8. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, Claude Sonnet 4.5 or Laguna XS.2?

Claude Sonnet 4.5 has the edge for agentic tasks in this comparison, averaging 55.4 versus 35.7. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.

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Last updated: July 27, 2026

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