LFM2 2.6B vs Gemini 2.5 Pro Preview (May' 25): The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the LFM2 2.6B vs Gemini 2.5 Pro Preview (May' 25) Showdown

After a comprehensive analysis, Gemini 2.5 Pro Preview (May' 25) emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, LFM2 2.6B remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed LFM2 2.6B vs Gemini 2.5 Pro Preview (May' 25) comparison will break down every critical metric to help you make the best decision.

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Model Snapshot

Key decision metrics at a glance.

LFM2 2.6B

Other

Reasoning: 1
Coding: 1
Multimodal: 1
Long Context: 1
Blended Price / 1M tokens: $0.015
P95 Latency: 1000ms
Tokens per second: —

Gemini 2.5 Pro Preview (May' 25)

Google

Reasoning: 6
Coding: 6
Multimodal: 2
Long Context: 4
Blended Price / 1M tokens: $0.003
P95 Latency: 1000ms
Tokens per second: —

Overall Capabilities

The capability radar provides a holistic view of the LFM2 2.6B vs Gemini 2.5 Pro Preview (May' 25) matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our LFM2 2.6B vs Gemini 2.5 Pro Preview (May' 25) analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `LFM2 2.6B` vs `Gemini 2.5 Pro Preview (May' 25)`.

Benchmark Breakdown

For a granular look, this chart directly compares scores across standardized benchmarks. In the critical MMLU Pro test, a key part of the LFM2 2.6B vs Gemini 2.5 Pro Preview (May' 25) debate, LFM2 2.6B scores 10 against Gemini 2.5 Pro Preview (May' 25)'s 60. This data-driven approach is essential for any serious LFM2 2.6B vs Gemini 2.5 Pro Preview (May' 25) comparison.

This grouped bar chart provides a side-by-side comparison for each benchmark metric.

Speed & Latency

Speed is a crucial factor in the LFM2 2.6B vs Gemini 2.5 Pro Preview (May' 25) decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token

LFM2 2.6B300ms

Gemini 2.5 Pro Preview (May' 25)300ms

Tokens per Second

LFM2 2.6B50

Gemini 2.5 Pro Preview (May' 25)37

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The Economics of LFM2 2.6B vs Gemini 2.5 Pro Preview (May' 25)

Power is only one part of the equation. This LFM2 2.6B vs Gemini 2.5 Pro Preview (May' 25) pricing analysis gives you a true sense of value.

Pricing Breakdown

Compare input and output pricing at a glance.

Real-World Cost Scenario

To process 1M input tokens and generate 250k output tokens, LFM2 2.6B would cost $0.018, whereas Gemini 2.5 Pro Preview (May' 25) would cost $0.004. This practical calculation is vital for any developer considering the LFM2 2.6B vs Gemini 2.5 Pro Preview (May' 25) choice.

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Which Model Wins the LFM2 2.6B vs Gemini 2.5 Pro Preview (May' 25) Battle for You?

Choose LFM2 2.6B if...

Cost is a secondary concern to power in your LFM2 2.6B vs Gemini 2.5 Pro Preview (May' 25) decision.

You need the most advanced reasoning capabilities available.

Your use case demands cutting-edge AI performance.

Choose Gemini 2.5 Pro Preview (May' 25) if...

You need a highly responsive model for user-facing applications.

Your budget is a primary consideration in the LFM2 2.6B vs Gemini 2.5 Pro Preview (May' 25) choice.

You are developing at scale where operational costs are critical.

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Your Questions about the LFM2 2.6B vs Gemini 2.5 Pro Preview (May' 25) Comparison

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Data source: https://artificialanalysis.ai/