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Model comparison

Kimi 3 vs LFM2.5-VL-450M

Data verified

Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use BenchLM's provisional ranking lane.

Benchmark data for one or both models is coming soon. This page currently shows metadata and pricing where BenchLM has it, and score-level comparisons will populate as public benchmark results land.
Moonshot AI
N/A
No comparison
34/100
0 category wins0 category wins

Evidence parity. Kimi 3 and LFM2.5-VL-450M share 0 comparable benchmark results. 0 of 8 categories are comparable. 0 results are unique to Kimi 3; 7 to LFM2.5-VL-450M.

Updated July 14, 2026
Shared results
0
Kimi 3 only
0
LFM2.5-VL-450M only
7
Comparable categories
0 / 8

Benchmark data for Kimi 3 and LFM2.5-VL-450M 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 does not have sourced benchmark coverage for Kimi 3 yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.

LFM2.5-VL-450M has the larger context window at 128K, compared with null for Kimi 3.

Operational comparison

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

MetricKimi 3LFM2.5-VL-450MComparison
Input / output priceUSD per 1M tokensKimi 3Not availableLFM2.5-VL-450M$0 input / $0 outputA complete price comparison is not available.
Generation speedtokens per secondKimi 3Not availableLFM2.5-VL-450MNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenKimi 3Not availableLFM2.5-VL-450MNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensKimi 3Not availableLFM2.5-VL-450M128KA complete context comparison is not available.

Benchmark Deep Dive

Agentic
BenchmarkKimi 3LFM2.5-VL-450MResult
BFCL v4Source 21.1%Not comparable
Knowledge
BenchmarkKimi 3LFM2.5-VL-450MResult
GPQASource 25.7%Not comparable
MMLU-ProSource 19.3%Not comparable
Multimodal
BenchmarkKimi 3LFM2.5-VL-450MResult
MMMUSource 32.7%Not comparable
RealWorldQASource 58.4%Not comparable
CountBenchSource 73.3%Not comparable
Inst. Following
BenchmarkKimi 3LFM2.5-VL-450MResult
IFEvalSource 61.2%Not comparable
Frequently Asked Questions (3)

Can I compare Kimi 3 and LFM2.5-VL-450M 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 Kimi 3 and LFM2.5-VL-450M today?

Kimi 3: Pricing unavailable LFM2.5-VL-450M: $0.00 input / $0.00 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 14, 2026

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