RankingFrontierCode 1.1

FrontierCode 1.1

Data updated 30 Oct 2026

Bucket
Supporting evidence
Unit
percent
Direction
Higher is better
Version
1.1
Display harness
Artificial Analysis FrontierCode 1.1 Stirrup
Board
https://artificialanalysis.ai/evaluations/frontiercode

Artificial Analysis runs FrontierCode 1.1 Main, the 100-task set Cognition wrote, in the Stirrup harness with three attempts per task. The score is the mean across tasks. These rows are display only. They stay out of weighted Overall.

Compare published benchmark results with category weights →

Models

Results are ordered by score in the display harness, followed by models with no result. Other harnesses are listed separately below. Missing results remain unknown.

51–75 of 471 entries

ModelScoreEvidenceSource-recorded date
Claude Opus 4.8Anthropic———
Claude Opus 5Anthropic———
Claude Sonnet 4.5Anthropic———
Claude Sonnet 4.6Anthropic———
Claude Sonnet 5Anthropic———
codegeex2-6bZ.ai———
codegeex4-all-9bZ.ai———
CodeGemma 7B ITGoogle———
Codestral 2508Mistral———
cogagent-9b-20241220Z.ai———
cogagent-chat-hfZ.ai———
cogagent-vqa-hfZ.ai———
cogvlm-chat-hfZ.ai———
cogvlm2-llama3-chat-19BZ.ai———
cogvlm2-llama3-chinese-chat-19BZ.ai———
cogvlm2-video-llama3-chatZ.ai———
CommandCohere———
Command A 03 2025Cohere———
Command A Plus 05 2026Cohere———
Command A Reasoning 08 2025Cohere———
Command A Translate 08 2025Cohere———
Command A Vision 07 2025Cohere———
Command LightCohere———
Command R 03 2024Cohere———
Command R 08 2024Cohere———