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Model comparison

Grok 3 [Beta] 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.
40.43/100
No comparison
N/A
0 category wins0 category wins

Public leaderboard positions: Grok 3 [Beta] #171 (Supported); LFM2.5-VL-450M-Extract unranked (Not scored). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

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

Updated July 23, 2026
Shared results
0
Grok 3 [Beta] only
2
LFM2.5-VL-450M-Extract only
3
Comparable categories
0 / 8

Benchmark data for Grok 3 [Beta] 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.

Operational comparison

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

MetricGrok 3 [Beta]LFM2.5-VL-450M-ExtractComparison
Input / output priceUSD per 1M tokensGrok 3 [Beta]Not availableLFM2.5-VL-450M-ExtractNot availableA complete price comparison is not available.
Generation speedtokens per secondGrok 3 [Beta]Not availableLFM2.5-VL-450M-ExtractNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenGrok 3 [Beta]Not availableLFM2.5-VL-450M-ExtractNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensGrok 3 [Beta]128KLFM2.5-VL-450M-Extract128KListed context windows are equal.

Benchmark Deep Dive

Math
BenchmarkGrok 3 [Beta]LFM2.5-VL-450M-ExtractResult
FrontierMath v2 (Tiers 1-3)Source 3.793%—Not comparable
FrontierMath v2 (Tier 4)Source 0.000%—Not comparable
Multimodal
BenchmarkGrok 3 [Beta]LFM2.5-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 Grok 3 [Beta] 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 Grok 3 [Beta] and LFM2.5-VL-450M-Extract today?

Grok 3 [Beta]: Pricing unavailable 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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