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SWE-bench scores without scaffold details are meaningless

BACKGROUND
1 SIGNALFIRST DETECTED 30 March 2026
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How the story developed
30 Mar
6.3
Other feeds and industry voices
26 Apr
Confirmed: SWE Bench is now a benchmaxxed benchmark

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1swfdbj/confirmed_swe_bench_is_now_a_benchmaxxed_benchmark/"> <img alt="Confirmed: SWE Bench is now a

OPINION · WHAT · LocalLLaMAOPEN STORY
10 Apr
GLM-5.1 just sitting with Opus 4.6 on SWE-Bench Pro and it’s completely open. but costs Input $1.4 / Output $4.4

<!-- SC_OFF --><div class="md"><p>Benchmark: 58.4 vs 56.7 (beats GPT-5.4)</p> <p>License: Fully open (Apache 2.0) </p> <p>What it actually does: Runs 8-hour fully autonomous agent

OPINION · WHAT · ArtificialInteligenceOPEN STORY
16 Apr
Why Your LLM Leaderboard Scores Don't Matter

<!-- SC_OFF --><div class="md"><p>Leaderboard scores often don’t translate to production performance — even with newer agentic / Arena-style evals.</p> <p>The main issue seems to

OPINION · HOW · LocalLLaMAOPEN STORY
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