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Model comparison

Gemini 3.6 Flash vs LFM2.5-VL-450M

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.
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No comparison
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0 category wins0 category wins

Evidence parity. Gemini 3.6 Flash and LFM2.5-VL-450M share 0 comparable benchmark results. 0 of 8 categories are comparable. 19 results are unique to Gemini 3.6 Flash; 7 to LFM2.5-VL-450M.

Updated July 21, 2026
Shared results
0
Gemini 3.6 Flash only
19
LFM2.5-VL-450M only
7
Comparable categories
0 / 8

Benchmark data for Gemini 3.6 Flash 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 has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.

Gemini 3.6 Flash is priced at $1.50 input / $7.50 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for LFM2.5-VL-450M. Gemini 3.6 Flash has the larger context window at 1M, compared with 128K for LFM2.5-VL-450M.

Operational comparison

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

MetricGemini 3.6 FlashLFM2.5-VL-450MComparison
Input / output priceUSD per 1M tokensGemini 3.6 Flash$1.5 input / $7.5 outputLFM2.5-VL-450M$0 input / $0 outputLFM2.5-VL-450M has the lower combined listed price.
Generation speedtokens per secondGemini 3.6 FlashNot availableLFM2.5-VL-450MNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenGemini 3.6 FlashNot availableLFM2.5-VL-450MNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensGemini 3.6 Flash1MLFM2.5-VL-450M128KGemini 3.6 Flash lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkGemini 3.6 FlashLFM2.5-VL-450MResult
OSWorld-VerifiedSource 83%—Not comparable
GDPval-AASource 1421—Not comparable
AA Agentic IndexSource 38.7%—Not comparable
GDPval-AASource 46.1%—Not comparable
AA BriefcaseSource 961—Not comparable
AA Tau3 BankingSource 24.5%—Not comparable
aaTerminalBench21Source 77.5%—Not comparable
BFCL v4Source —21.1%Not comparable
Coding
BenchmarkGemini 3.6 FlashLFM2.5-VL-450MResult
deepSweSource 49%—Not comparable
AA Coding IndexSource 69.2%—Not comparable
AA-SciCodeSource 52.7%—Not comparable
Reasoning
BenchmarkGemini 3.6 FlashLFM2.5-VL-450MResult
AA-LCRSource 69.7%—Not comparable
CritPtSource 10.6%—Not comparable
Knowledge
BenchmarkGemini 3.6 FlashLFM2.5-VL-450MResult
Artificial Analysis Intelligence IndexSource 50.1%—Not comparable
AA-GPQA DiamondSource 92.8%—Not comparable
AA-HLESource 38.3%—Not comparable
AA-Omniscience IndexSource 23.5%—Not comparable
AA-Omniscience AccuracySource 50.2%—Not comparable
AA-Omniscience Hallucination RateSource 53.5%—Not comparable
GPQASource —25.7%Not comparable
MMLU-ProSource —19.3%Not comparable
Multimodal
BenchmarkGemini 3.6 FlashLFM2.5-VL-450MResult
AA-MMMU-ProSource 83.2%—Not comparable
MMMUSource —32.7%Not comparable
RealWorldQASource —58.4%Not comparable
CountBenchSource —73.3%Not comparable
Inst. Following
BenchmarkGemini 3.6 FlashLFM2.5-VL-450MResult
IFEvalSource —61.2%Not comparable
Frequently Asked Questions (3)

Can I compare Gemini 3.6 Flash 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 Gemini 3.6 Flash and LFM2.5-VL-450M today?

Gemini 3.6 Flash: $1.50 input / $7.50 output per 1M tokens 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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