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Model comparison

Grok 4.1 vs Laguna S 2.1

Data verified

Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

No sourced benchmark result is currently shared by both models. This page therefore compares only the available metadata, pricing, and runtime rows; it does not name a quality winner.
59.97/100
No comparison
Laguna S 2.1
Poolside
N/A
0 category wins0 category wins

Public leaderboard positions: Grok 4.1 #51 (Estimated); Laguna S 2.1 unranked (Not scored). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Grok 4.1 and Laguna S 2.1 share 0 comparable benchmark results. 0 of 8 categories are comparable. 1 result is unique to Grok 4.1; 6 to Laguna S 2.1.

Updated July 21, 2026
Shared results
0
Grok 4.1 only
1
Laguna S 2.1 only
6
Comparable categories
0 / 8

Benchmark data for Grok 4.1 and Laguna S 2.1 is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.

Operational comparison

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

MetricGrok 4.1Laguna S 2.1Comparison
Input / output priceUSD per 1M tokensGrok 4.1Not availableLaguna S 2.1$0.1 input / $0.2 outputA complete price comparison is not available.
Generation speedtokens per secondGrok 4.1Not availableLaguna S 2.1Not availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenGrok 4.1Not availableLaguna S 2.1Not availableA complete latency comparison is not available.
Context windowmaximum listed tokensGrok 4.11MLaguna S 2.11MListed context windows are equal.

Benchmark Deep Dive

Agentic
BenchmarkGrok 4.1Laguna S 2.1Result
ResearchClawBenchSource 13.5%—Not comparable
Terminal-Bench 2.0Source —70.2%Not comparable
Toolathlon-VerifiedSource —49.7%Not comparable
Coding
BenchmarkGrok 4.1Laguna S 2.1Result
Terminal-Bench 2.0Source —70.2%Not comparable
SWE MultilingualSource —78.5%Not comparable
SWE-bench ProSource —59.4%Not comparable
deepSweSource —40.4%Not comparable
Frequently Asked Questions (3)

Can I compare Grok 4.1 and Laguna S 2.1 on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.

Why does this comparison show “coming soon”?

BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.

What data is available for Grok 4.1 and Laguna S 2.1 today?

Grok 4.1: Pricing unavailable Laguna S 2.1: $0.10 input / $0.20 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

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Last updated: July 21, 2026

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