Model comparison

LFM2.5-VL-450M-Extract vs o3-pro

Data verified July 23, 2026

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.

LFM2.5-VL-450M-Extract

LiquidAI

N/A

No comparison

o3-pro

OpenAI

48.33/100

0 category wins0 category wins

Public leaderboard positions: LFM2.5-VL-450M-Extract unranked (Not scored); o3-pro #127 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. LFM2.5-VL-450M-Extract and o3-pro share 0 comparable benchmark results. 0 of 8 categories are comparable. 3 results are unique to LFM2.5-VL-450M-Extract; 2 to o3-pro.

Updated July 23, 2026

Shared results: 0
LFM2.5-VL-450M-Extract only: 3
o3-pro only: 2
Comparable categories: 0 / 8

Benchmark data for LFM2.5-VL-450M-Extract and o3-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.

o3-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.

Metric	LFM2.5-VL-450M-Extract	o3-pro	Comparison
Input / output priceUSD per 1M tokens	LFM2.5-VL-450M-ExtractNot available	o3-pro$20 input / $80 output	A complete price comparison is not available.
Generation speedtokens per second	LFM2.5-VL-450M-ExtractNot available	o3-pro27 tok/s	A complete speed comparison is not available.
First-answer latencyseconds to first token	LFM2.5-VL-450M-ExtractNot available	o3-pro84.93 s	A complete latency comparison is not available.
Context windowmaximum listed tokens	LFM2.5-VL-450M-Extract128K	o3-pro200K	o3-pro lists the larger context window.

Benchmark Deep Dive

Knowledge

2 benchmarks

Benchmark	LFM2.5-VL-450M-Extract	o3-pro	Result
Artificial Analysis Intelligence IndexSource	—	32.5%	Not comparable
AA-GPQA DiamondSource	—	84.5%	Not comparable

Multimodal

3 benchmarks

Benchmark	LFM2.5-VL-450M-Extract	o3-pro	Result
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 o3-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 o3-pro today?

o3-pro: $20.00 input / $80.00 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 23, 2026

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