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Introducing SWE-2, our closest model yet to the frontier. On leading evals, it scores on par with recent frontier models – at up to 70% lower cost. We scaled RL to multiple trillions of parameters, with a refined recipe that pushes the Pareto curve on both capabilities & cost. t.co/FjBxrikExs

Introducing SWE-2, our closest model yet to the frontier.
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Introducing SWE-2, our closest model yet to the frontier.

The post announces SWE-2 as a high-performing model that approaches frontier results at a lower cost. Its comparison table shows SWE-2 beside other models across three evaluation benchmarks, with the featured column highlighted and its strongest result emphasized.

Views
2.3M
Likes
6.8K
Replies
440
Reposts
511
Quotes
523
Bookmarks
1.8K
Topics
Model PerformanceBenchmark ComparisonsCost EfficiencyAI

Analysis

The post announces SWE-2 as a high-performing model that approaches frontier results at a lower cost. Its comparison table shows SWE-2 beside other models across three evaluation benchmarks, with the featured column highlighted and its strongest result emphasized.

Formats
Comparison TableProduct AnnouncementBenchmark Report
Topics
Model PerformanceBenchmark ComparisonsCost Efficiency
Categories
Artificial IntelligenceTechnology Benchmarking
Introducing SWE-2, our closest model yet to the frontier. On leading evals, it scores on par with recent frontier models – at up to 70% lower cost. We scaled RL to multiple trillions of parameters, with a refined recipe that pushes the Pareto curve on both capabilities & cost. https://t.co/FjBxrikExs
As written
Introducing SWE-2, our closest model yet to the frontier.
From the post
  1. 01
    The Announcement

    Introduce a new offering and make a strong claim about how close it is to the leading standard.

  2. 02
    The Proof Point

    Support the claim with benchmark results and a clear cost advantage.

  3. 03
    The Explanation

    Explain the underlying scale or process improvements that produced the performance and cost gains.

Caption

Reusable caption template.

How the image and caption work togetherThe visual provides measurable evidence through a fast-to-scan comparison. The caption supplies the launch context, headline advantage, and technical reason. The highlighted column connects the announcement directly to the proof.
What stops the swipeA strong performance claim is paired with a concrete cost advantage and benchmark evidence. Viewers can quickly compare the featured option with familiar alternatives, creating curiosity about how it achieves similar results more efficiently.