Skip to main content
BenchLM
Advertise

Model comparison

Laguna XS.2 vs LFM2.5-VL-450M-Extract

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.
Laguna XS.2
Poolside
N/A
No comparison
N/A
0 category wins0 category wins

Evidence parity. Laguna XS.2 and LFM2.5-VL-450M-Extract share 0 comparable benchmark results. 0 of 8 categories are comparable. 5 results are unique to Laguna XS.2; 3 to LFM2.5-VL-450M-Extract.

Updated July 23, 2026
Shared results
0
Laguna XS.2 only
5
LFM2.5-VL-450M-Extract only
3
Comparable categories
0 / 8

Benchmark data for Laguna XS.2 and LFM2.5-VL-450M-Extract 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.

Laguna XS.2 has the larger context window at 256K, compared with 128K for LFM2.5-VL-450M-Extract.

Operational comparison

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

MetricLaguna XS.2LFM2.5-VL-450M-ExtractComparison
Input / output priceUSD per 1M tokensLaguna XS.2$0 input / $0 outputLFM2.5-VL-450M-ExtractNot availableA complete price comparison is not available.
Generation speedtokens per secondLaguna XS.2Not availableLFM2.5-VL-450M-ExtractNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenLaguna XS.2Not availableLFM2.5-VL-450M-ExtractNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensLaguna XS.2256KLFM2.5-VL-450M-Extract128KLaguna XS.2 lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkLaguna XS.2LFM2.5-VL-450M-ExtractResult
Terminal-Bench 2.0Source 35.7%—Not comparable
Coding
BenchmarkLaguna XS.2LFM2.5-VL-450M-ExtractResult
SWE-bench VerifiedSource 69.9%—Not comparable
SWE MultilingualSource 57.7%—Not comparable
SWE-bench ProSource 46.3%—Not comparable
Terminal-Bench 2.0Source 35.7%—Not comparable
Multimodal
BenchmarkLaguna XS.2LFM2.5-VL-450M-ExtractResult
Liquid Extract JSON ValiditySource —98.9%Not comparable
Liquid Extract F1Source —98.8%Not comparable
Liquid Extract VLM JudgeSource —84.5%Not comparable
Frequently Asked Questions (3)

Can I compare Laguna XS.2 and LFM2.5-VL-450M-Extract 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 Laguna XS.2 and LFM2.5-VL-450M-Extract today?

Laguna XS.2: $0.00 input / $0.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

Related Comparisons

Explore More

Poolside Compare Pricing Methodology Find Your Best LLM Overall Rankings
Last updated: July 23, 2026

Choose a model with this week’s evidence

Join 2,000+ readers for ranking moves, pricing changes, and the claims that still need proof.

One email each week. Unsubscribe anytime.