GPT-5.2 (medium) vs Motif-2-12.7B-Reasoning: The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the GPT-5.2 (medium) vs Motif-2-12.7B-Reasoning Showdown

After a comprehensive analysis, GPT-5.2 (medium) emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Motif-2-12.7B-Reasoning remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed GPT-5.2 (medium) vs Motif-2-12.7B-Reasoning 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.

GPT-5.2 (medium)

OpenAI

Reasoning: 10
Coding: 4
Multimodal: 4
Long Context: 6
Blended Price / 1M tokens: $0.005
P95 Latency: 1000ms
Tokens per second: —

Motif-2-12.7B-Reasoning

Other

Reasoning: 8
Coding: 1
Multimodal: 2
Long Context: 2
Blended Price / 1M tokens: $0.015
P95 Latency: 1000ms
Tokens per second: —

Overall Capabilities

The capability radar provides a holistic view of the GPT-5.2 (medium) vs Motif-2-12.7B-Reasoning matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our GPT-5.2 (medium) vs Motif-2-12.7B-Reasoning analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `GPT-5.2 (medium)` vs `Motif-2-12.7B-Reasoning`.

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 GPT-5.2 (medium) vs Motif-2-12.7B-Reasoning debate, GPT-5.2 (medium) scores 100 against Motif-2-12.7B-Reasoning's 80. This data-driven approach is essential for any serious GPT-5.2 (medium) vs Motif-2-12.7B-Reasoning comparison.

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

Speed & Latency

Speed is a crucial factor in the GPT-5.2 (medium) vs Motif-2-12.7B-Reasoning decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token

GPT-5.2 (medium)300ms

Motif-2-12.7B-Reasoning300ms

Tokens per Second

GPT-5.2 (medium)60

Motif-2-12.7B-Reasoning60

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The Economics of GPT-5.2 (medium) vs Motif-2-12.7B-Reasoning

Power is only one part of the equation. This GPT-5.2 (medium) vs Motif-2-12.7B-Reasoning 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, GPT-5.2 (medium) would cost $0.005, whereas Motif-2-12.7B-Reasoning would cost $0.018. This practical calculation is vital for any developer considering the GPT-5.2 (medium) vs Motif-2-12.7B-Reasoning choice.

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Which Model Wins the GPT-5.2 (medium) vs Motif-2-12.7B-Reasoning Battle for You?

Choose GPT-5.2 (medium) if...

Your top priority is raw performance and capability.

You are working in a technical or scientific field requiring the highest accuracy.

You need the most advanced reasoning capabilities available.

Choose Motif-2-12.7B-Reasoning if...

You are developing at scale where operational costs are critical.

You prioritize cost-effectiveness over maximum performance.

Your workload requires consistent, reliable performance.

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Your Questions about the GPT-5.2 (medium) vs Motif-2-12.7B-Reasoning Comparison

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Data source: https://artificialanalysis.ai/