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Head-to-head comparison

Gemma 3 12B vs LFM2.5 VL 3B

Gemma 3 12B (Google) and LFM2.5 VL 3B (LiquidAI) compared on the ModelCap Index, API price, context window, provider availability, weight access and every public benchmark board they share. Figures are the same ones shown on the live rankings; nothing here is a hidden score.

Snapshot as of 18 August 2026

As of 18 August 2026, Gemma 3 12B holds the stronger ModelCap Index position (#177 vs #178).

Which should you choose?

Choose Gemma 3 12B if…

  • you want the stronger overall ModelCap Index position — #177 against #178 (20.3 vs 20.2 points).
  • you want provider choice — 1 listed API providers against 0.

Choose LFM2.5 VL 3B if…

  • you want the more recently listed model — LFM2.5 VL 3B was listed 11 August 2026, Gemma 3 12B 13 March 2025.

Gemma 3 12B vs LFM2.5 VL 3B: specs, pricing and context

Specification comparison of Gemma 3 12B and LFM2.5 VL 3B
FieldGemma 3 12BGoogleLFM2.5 VL 3BLiquidAI
ModelCap Index position#177#178
Index score20.320.2
EvidenceMeasuredInherited
Input price / 1M tokens$0.05Unlisted
Output price / 1M tokens$0.15Unlisted
Context window131K tokens— tokens
Max output tokens16K—
API providers listed10
Weight accessGated accessRestricted license
Input modalitiesText, ImageText, Image
First listed13 March 202511 August 2026
PublisherGoogleLiquidAI

Evidence: 3 public benchmark observations across 3 boards · finetune · finetune. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Gemma 3 12B vs LFM2.5 VL 3B

Public benchmark boards where Gemma 3 12B or LFM2.5 VL 3B has a published result
BoardGemma 3 12BLFM2.5 VL 3BLeads
Arena codingArena (LMArena)13161293–1340—Only one result
BFCL V4UC Berkeley (Gorilla)30.4Prompt—Only one result
Artificial Analysis Intelligence IndexArtificial Analysis5.5intelligence-index—Only one result

Scores are the sources' own published figures for each model's best evaluated configuration; ModelCap never re-runs a benchmark.

Want a different pairing? Open the interactive comparison tool to swap either model for any current ranked language model.

Gemma 3 12B vs LFM2.5 VL 3B: common questions

Is Gemma 3 12B better than LFM2.5 VL 3B?

Gemma 3 12B ranks higher on the ModelCap Index as of 18 August 2026: #177 against #178. That is a capability ranking built from public benchmark evidence with published uncertainty; whether it is "better" for you also depends on price, context and where you can run it.

Is Gemma 3 12B cheaper than LFM2.5 VL 3B?

At least one of the two has no listed API price on ModelCap right now, so no price comparison is made.

Which has the bigger context window, Gemma 3 12B or LFM2.5 VL 3B?

Both publish a 131K-token context window.

Which is better for coding, Gemma 3 12B or LFM2.5 VL 3B?

The two models do not share a coding benchmark board on ModelCap yet, so no head-to-head coding score is published; the ModelCap Index position is the closest overall signal.

Are Gemma 3 12B and LFM2.5 VL 3B open-weight models?

Gemma 3 12B: Gated access. LFM2.5 VL 3B: Restricted license. Open weights mean the checkpoint can be downloaded and self-hosted under its licence; API-only models are available solely through hosted endpoints.

Where can I run Gemma 3 12B and LFM2.5 VL 3B?

ModelCap currently lists 1 API provider for Gemma 3 12B and 0 for LFM2.5 VL 3B, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Gemma 3 12B vs LFM2.5 VL 3B comparison?

Every figure comes from the sealed ModelCap dataset published 18 August 2026; the page re-renders within a minute of each data refresh, and the ModelCap Index positions are the same ones shown on the live rankings.

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