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Model comparison

LFM2.5-VL-1.6B-Extract vs Qwen3 Max

Data verified

Head-to-head evidence from 11 shared benchmark results across 5 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

No comparison
Alibaba
48.16/100
0 category wins0 category wins

Public leaderboard positions: LFM2.5-VL-1.6B-Extract unranked (Not scored); Qwen3 Max #128 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. LFM2.5-VL-1.6B-Extract and Qwen3 Max share 11 comparable benchmark results. 0 of 8 categories are comparable. 4 results are unique to LFM2.5-VL-1.6B-Extract; 3 to Qwen3 Max.

Updated July 23, 2026
Shared results
11
LFM2.5-VL-1.6B-Extract only
4
Qwen3 Max only
3
Comparable categories
0 / 8

Benchmark data for LFM2.5-VL-1.6B-Extract and Qwen3 Max is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 11 shared benchmark results across 5 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.

Qwen3 Max has the larger context window at 1M, compared with 128K for LFM2.5-VL-1.6B-Extract.

Category breakdown

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

Operational comparison

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

MetricLFM2.5-VL-1.6B-ExtractQwen3 MaxComparison
Input / output priceUSD per 1M tokensLFM2.5-VL-1.6B-ExtractNot availableQwen3 MaxNot availableA complete price comparison is not available.
Generation speedtokens per secondLFM2.5-VL-1.6B-ExtractNot availableQwen3 MaxNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenLFM2.5-VL-1.6B-ExtractNot availableQwen3 MaxNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensLFM2.5-VL-1.6B-Extract128KQwen3 Max1MQwen3 Max lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkLFM2.5-VL-1.6B-ExtractQwen3 MaxResult
τ²-bench resultsSource 8.5%74.3%Qwen3 Max leads
Gert LabsSource 43.74%Not comparable
Coding
BenchmarkLFM2.5-VL-1.6B-ExtractQwen3 MaxResult
AA-SciCodeSource 3.0%38.3%Qwen3 Max leads
Vibe Code BenchSource 3.51%Not comparable
Reasoning
BenchmarkLFM2.5-VL-1.6B-ExtractQwen3 MaxResult
AA-LCRSource 0.0%46.7%Qwen3 Max leads
CritPtSource 0.0%0.0%Tie
Knowledge
BenchmarkLFM2.5-VL-1.6B-ExtractQwen3 MaxResult
Artificial Analysis Intelligence IndexSource 1.0%24.0%Qwen3 Max leads
AA-GPQA DiamondSource 28.9%76.4%Qwen3 Max leads
AA-HLESource 5.1%11.1%Qwen3 Max leads
AA-Omniscience IndexSource -83.9%-43.1%Qwen3 Max leads
AA-Omniscience AccuracySource 5.2%24.4%Qwen3 Max leads
AA-Omniscience Hallucination RateSource 94.0%89.4%Qwen3 Max leads
Multimodal
BenchmarkLFM2.5-VL-1.6B-ExtractQwen3 MaxResult
Liquid Extract JSON ValiditySource 99.6%Not comparable
Liquid Extract F1Source 99.6%Not comparable
Liquid Extract VLM JudgeSource 90.6%Not comparable
AA-MMMU-ProSource 26.5%Not comparable
Design Arena WebsiteSource 1148Not comparable
Inst. Following
BenchmarkLFM2.5-VL-1.6B-ExtractQwen3 MaxResult
AA-IFBenchSource 33.1%44.1%Qwen3 Max leads
Frequently Asked Questions (2)

Can I compare LFM2.5-VL-1.6B-Extract and Qwen3 Max 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.

Related Comparisons

Last updated: July 23, 2026

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