Skip to main content
BenchLM
Advertise

Model comparison

Holo3-122B-A10B 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.
N/A
No comparison
N/A
0 category wins0 category wins

Evidence parity. Holo3-122B-A10B and LFM2.5-VL-450M-Extract share 0 comparable benchmark results. 0 of 8 categories are comparable. 1 result is unique to Holo3-122B-A10B; 3 to LFM2.5-VL-450M-Extract.

Updated July 23, 2026
Shared results
0
Holo3-122B-A10B only
1
LFM2.5-VL-450M-Extract only
3
Comparable categories
0 / 8

Benchmark data for Holo3-122B-A10B 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 has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.

LFM2.5-VL-450M-Extract has the larger context window at 128K, compared with 64K for Holo3-122B-A10B.

Operational comparison

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

MetricHolo3-122B-A10BLFM2.5-VL-450M-ExtractComparison
Input / output priceUSD per 1M tokensHolo3-122B-A10B$0.4 input / $3 outputLFM2.5-VL-450M-ExtractNot availableA complete price comparison is not available.
Generation speedtokens per secondHolo3-122B-A10BNot availableLFM2.5-VL-450M-ExtractNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenHolo3-122B-A10BNot availableLFM2.5-VL-450M-ExtractNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensHolo3-122B-A10B64KLFM2.5-VL-450M-Extract128KLFM2.5-VL-450M-Extract lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkHolo3-122B-A10BLFM2.5-VL-450M-ExtractResult
OSWorld-VerifiedSource 78.8%—Not comparable
Multimodal
BenchmarkHolo3-122B-A10BLFM2.5-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 (3)

Can I compare Holo3-122B-A10B 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.

What data is available for Holo3-122B-A10B and LFM2.5-VL-450M-Extract today?

Holo3-122B-A10B: $0.40 input / $3.00 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

H Company 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.