#SWE-2

Tutorials, deep dives and product notes — built for developers.

Terminal-Bench 4.0 Leaderboard 2026: AI Models & Agents Ranked by Real CLI Work

Terminal-Bench 4.0: the tbench.ai public board remains led by Claude Opus 5.5 (64.8%). Adds Kimi K3.1 Pro (65.7%, Moonshot), Gemini 4 Carbon (64%, Artificial Analysis), GPT-6.1 Terra (50.3%) and MiniMax M3.1 Flash (38.1%) as separately labeled runs. Updated Oct 30, 2026.

· 11.5K views · Abdeladim Fadheli

FrontierCode v1.1 Main Leaderboard 2026: AI Models Ranked by Production-Code Quality

Archived FrontierCode 1.1 Main leaderboard: Cognition results remain separate from independent Artificial Analysis runs; adds Kimi K3.1 Pro’s 47.1% AA Stirrup result. FrontierCode 2.0 is current and not score-comparable. Updated Oct 30, 2026.

· 4.8K views · Abdeladim Fadheli

DeepSWE v1.1 Leaderboard 2026: AI Models Ranked by Long-Horizon Engineering

DeepSWE v1.1: adds Cognition's SWE-2 Flash (60.1%, provider-reported) alongside Kimi K3.1 Pro (75.5%) and MiniMax M3.1 Flash (73.7%) as provider/model-card runs, separate from Datacurve's mini-swe-agent board. Muse Wonder Full (79.0%) remains the top provider score. Updated Nov 6, 2026.

· 16.4K views · Abdeladim Fadheli

Terminal-Bench 2.1 Leaderboard 2026: AI Models Ranked by CLI Coding

Terminal-Bench 2.1: adds Cognition's provider-reported SWE-2 Flash (89.2%) and Meta's Muse Spark Open (76.4%), labeled separately from tbench.ai public rankings. DeepSeek V4.1 Flash remains the public-board leader at 90.6%. Updated Nov 6, 2026.

· 44K views · Abdeladim Fadheli