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Model comparison

LFM2.5-VL-450M-Extract vs Soofi S 30B-A3B

Data verified

Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use BenchLM's provisional ranking lane.

Benchmark data for one or both models is coming soon. This page currently shows metadata and pricing where BenchLM has it, and score-level comparisons will populate as public benchmark results land.
0/100
Margin
45.0pts
winning →
Soofi S 30B-A3B
Soofi Project
45/100
0 category wins0 category wins

Evidence parity. LFM2.5-VL-450M-Extract and Soofi S 30B-A3B share 0 comparable benchmark results. 0 of 8 categories are comparable. 3 results are unique to LFM2.5-VL-450M-Extract; 8 to Soofi S 30B-A3B.

Updated July 15, 2026
Shared results
0
LFM2.5-VL-450M-Extract only
3
Soofi S 30B-A3B only
8
Comparable categories
0 / 8

Benchmark data for LFM2.5-VL-450M-Extract and Soofi S 30B-A3B 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.

Soofi S 30B-A3B has the larger context window at 1M, 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.

MetricLFM2.5-VL-450M-ExtractSoofi S 30B-A3BComparison
Input / output priceUSD per 1M tokensLFM2.5-VL-450M-ExtractNot availableSoofi S 30B-A3B$0 input / $0 outputA complete price comparison is not available.
Generation speedtokens per secondLFM2.5-VL-450M-ExtractNot availableSoofi S 30B-A3BNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenLFM2.5-VL-450M-ExtractNot availableSoofi S 30B-A3BNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensLFM2.5-VL-450M-Extract128KSoofi S 30B-A3B1MSoofi S 30B-A3B lists the larger context window.

Benchmark Deep Dive

Coding
BenchmarkLFM2.5-VL-450M-ExtractSoofi S 30B-A3BResult
HumanEvalSource —73.8%Not comparable
Reasoning
BenchmarkLFM2.5-VL-450M-ExtractSoofi S 30B-A3BResult
BBHSource —78.8%Not comparable
DROPSource —66.5%Not comparable
Knowledge
BenchmarkLFM2.5-VL-450M-ExtractSoofi S 30B-A3BResult
GPQASource —43.4%Not comparable
GPQA-DSource —43.4%Not comparable
MMLU-ProSource —51.4%Not comparable
AGIEvalSource —66.9%Not comparable
Math
BenchmarkLFM2.5-VL-450M-ExtractSoofi S 30B-A3BResult
GSM8KSource —86.1%Not comparable
Multimodal
BenchmarkLFM2.5-VL-450M-ExtractSoofi S 30B-A3BResult
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 LFM2.5-VL-450M-Extract and Soofi S 30B-A3B 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 LFM2.5-VL-450M-Extract and Soofi S 30B-A3B today?

Soofi S 30B-A3B: $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.

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Last updated: July 15, 2026

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