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Model comparison

Hy-MT1.5-1.8B-1.25bit 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.
Hy-MT1.5-1.8B-1.25bit
Tencent Hunyuan
N/A
No comparison
N/A
0 category wins0 category wins

Evidence parity. Hy-MT1.5-1.8B-1.25bit and LFM2.5-VL-450M-Extract share 0 comparable benchmark results. 0 of 8 categories are comparable. 0 results are unique to Hy-MT1.5-1.8B-1.25bit; 3 to LFM2.5-VL-450M-Extract.

Updated July 23, 2026
Shared results
0
Hy-MT1.5-1.8B-1.25bit only
0
LFM2.5-VL-450M-Extract only
3
Comparable categories
0 / 8

Benchmark data for Hy-MT1.5-1.8B-1.25bit 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 does not have sourced benchmark coverage for Hy-MT1.5-1.8B-1.25bit yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.

Hy-MT1.5-1.8B-1.25bit has the larger context window at 262K, 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.

MetricHy-MT1.5-1.8B-1.25bitLFM2.5-VL-450M-ExtractComparison
Input / output priceUSD per 1M tokensHy-MT1.5-1.8B-1.25bitNot availableLFM2.5-VL-450M-ExtractNot availableA complete price comparison is not available.
Generation speedtokens per secondHy-MT1.5-1.8B-1.25bitNot availableLFM2.5-VL-450M-ExtractNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenHy-MT1.5-1.8B-1.25bitNot availableLFM2.5-VL-450M-ExtractNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensHy-MT1.5-1.8B-1.25bit262KLFM2.5-VL-450M-Extract128KHy-MT1.5-1.8B-1.25bit lists the larger context window.

Benchmark Deep Dive

Multimodal
BenchmarkHy-MT1.5-1.8B-1.25bitLFM2.5-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 (2)

Can I compare Hy-MT1.5-1.8B-1.25bit 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.

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Last updated: July 23, 2026

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