UnifyBench

RankingAutoResearchExam

AutoResearchExam

Data updated 31 Oct 2026

Bucket
Supporting evidence
Unit
index
Direction
Higher is better
Version
2026-09-09
Display harness
AutoResearchExam Terminus 2
Board
https://benchmarks.bespokelabs.ai/autoresearchexam/

The available records have no admitted matched comparison in the capability core. Raw results remain available below.

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
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———
Command R Plus 04 2024Cohere———
Command R Plus 08 2024Cohere———
Command R7B 12 2024Cohere———
DeepSeek V4 Flash 0424DeepSeek———
DeepSeek V4-Pro 0424DeepSeek———
DeepSeek V4-Pro 0813DeepSeek———
DeepSeek V4.1 FlashDeepSeek———
DeepSeek-R1-0528DeepSeek———
DeepSeek-R1-0528-Qwen3-8BDeepSeek———
DeepSeek-R1-Distill-Llama-70BDeepSeek———