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DeepSWE v1.1

Benchmark ● Covered in 7 stories + Follow

This profile is built automatically from TLDRocket coverage.

Latest developments

Deep Learning Weekly: Issue 473 Deep Learning Weekly · 2 days ago · 26 Google shipped four Gemini Flash models in 106 days. Yet its Gemini 3.5 Pro is still AWOL. Fortune · 22 Z.ai Releases GLM-5.3-Flash: A 320B-A18B Natively Multimodal MoE With a 1M-Token Context MarkTechPost · 3 weeks ago · 5 Z.ai Ships GLM-5.3 Without Retraining the Base Model: Better at Complex Coding and Long-Horizon Tasks MarkTechPost · 1 month ago · 36
The AI model that just scored 65% on DeepSWE isn’t the one Google promised. The New Stack · 1 month ago · 23 Google AI Just Released Gemini 3.7 Flash: A Coding and Agent Model at $0.75/1M Input Tokens MarkTechPost · 1 month ago · 11
Meta AI Releases Muse Code (Beta): A Terminal Coding Agent Powered by the New Muse Spark 1.2 Model MarkTechPost · 1 month ago · 7

Timeline

Month Quarter Year

2026

Google releases Gemini 3.8 Flash and Gemini 3.8 Flash Cyber for agentic coding and cybersecurity workflows Model release

Z.ai released and open-sourced GLM-5.3-Flash, a natively multimodal mixture-of-experts GLM model with a 1M-token context Open source release

Z.ai released GLM-5.3, a coding/agent model built on the same base model as GLM-5.2 but improved via scaled post-training Model release

Google launches Gemini 3.7 Flash, a coding-and-agent model offered via its Gemini API at $0.75 per 1M input tokens and $3.75 per 1M output tokens through year-end Model release

Meta releases Muse Code terminal agent and Muse Spark 1.2 coding model Model release

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