Sweebench

5 statements across 4 episodes · 1 bullish · 2 bearish · 4 people on the record · first statement Nov 28, 2024 by Erik Schluntz · across every show →

Everything said about Sweebench, oldest first

Nov 28, 2024 positive
Insight
Schluntz: SWE-bench reflects real engineering by requiring repository navigation
“Sweebench, you're starting in the context of an entire repository. And so it adds this entirely new dimension to the problem of finding the relevant files. And, you know, this is a huge part of real engineering”
Erik Schluntz Nov 28, 2024 ▶ 7:25 The new Claude 3.5 Sonnet, Computer Use, and Building SOTA Agents — with Erik Schluntz, Anthropic
Nov 28, 2024
Prediction Not checkable as stated
Schluntz: Real-World Coding Agent Workflows Will Be Interactive, Not One-Shot
“So I think that like real tasks are going to be much more interactive with the agent rather than this kind of like one shot system.”
Erik Schluntz Nov 28, 2024 ▶ 32:37 The new Claude 3.5 Sonnet, Computer Use, and Building SOTA Agents — with Erik Schluntz, Anthropic
Jan 28, 2025 neutral
Assertion Not checkable as stated
Running a 100-problem SWE-bench evaluation takes one to two hours
“So a Sweebench eval for me takes about an hour to two hours to run on like a subset of a hundred problems.”
Shawn Lewis Jan 28, 2025 ▶ 10:56 Beating OpenAI and Anthropic by Looking At Data: the new #1 on SWE-Bench w/ W&B CTO Shawn Lewis
May 29, 2025 negative
Opinion
SWE-bench tasks do not reflect actual enterprise software engineering use cases
“That, and also like just in the enterprise, the use cases are pretty different than those represented in something like Sweebench.”
Matan Grinberg May 29, 2025 ▶ 26:27 The AI Coding Factory
Jun 30, 2026 negative
Opinion
Feinberg: Gemini is obviously worse at coding despite benchmark wins
“So Gemini does pretty well on Sweebench. Sometimes Gemini publishes models that win on some of those software benchmarks. Raise your hand if you're using Gemini to write code right now instead of, you know, the obvious other name competitors. No one. Like, why…”
Evan Feinberg Jun 30, 2026 ▶ 55:32 🔬 "The Most Innovative Diffusion Research Is Happening in Drug Discovery, Not Image Generation"
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