Skip to main content
BenchLM
Advertise

Model comparison

LFM2.5-VL-450M-Extract vs o1-pro

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.
N/A
No comparison
o1-pro
OpenAI
45.94/100
0 category wins0 category wins

Public leaderboard positions: LFM2.5-VL-450M-Extract unranked (Not scored); o1-pro #141 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. LFM2.5-VL-450M-Extract and o1-pro share 0 comparable benchmark results. 0 of 8 categories are comparable. 3 results are unique to LFM2.5-VL-450M-Extract; 2 to o1-pro.

Updated July 23, 2026
Shared results
0
LFM2.5-VL-450M-Extract only
3
o1-pro only
2
Comparable categories
0 / 8

Benchmark data for LFM2.5-VL-450M-Extract and o1-pro 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.

o1-pro has the larger context window at 200K, 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-Extracto1-proComparison
Input / output priceUSD per 1M tokensLFM2.5-VL-450M-ExtractNot availableo1-pro$150 input / $600 outputA complete price comparison is not available.
Generation speedtokens per secondLFM2.5-VL-450M-ExtractNot availableo1-proNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenLFM2.5-VL-450M-ExtractNot availableo1-proNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensLFM2.5-VL-450M-Extract128Ko1-pro200Ko1-pro lists the larger context window.

Benchmark Deep Dive

Knowledge
BenchmarkLFM2.5-VL-450M-Extracto1-proResult
GPQASource —79%Not comparable
Artificial Analysis Intelligence IndexSource —18.9%Not comparable
Multimodal
BenchmarkLFM2.5-VL-450M-Extracto1-proResult
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 o1-pro 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 o1-pro today?

o1-pro: $150.00 input / $600.00 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

LiquidAI 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.