GLM-4 All Tools information seeking (Z.ai)

GLM-4 78.1% Only in system cards

Models use a web browser to find information for user questions. The ChatGLM report gives accuracy but does not describe the test set.

In-house Zhipu evaluation of GLM-4 All Tools against ChatGPT-4 (Web).

Made by Zhipu AI (Z.ai) Released Jan 2024 Questions that need search Tasks kept private Last in a system card Jun 2024 Last model added Jun 2024

Level: Everyday Most adults, without training
Scored: Graded by a model A language model scores each response, usually against a rubric.
Answers: Short answer A number, word or short string matched to a key.

Paper

Model scored in lab cards

System card reports it, from 1 lab

GLM-4 leads with 78.1%

Best score per model as labs report them in their own cards. Labs pick their own settings, so these compare less cleanly than independent runs.

Bars Table

78.1 GLM-4

1 GLM-4 78.1%

#	Model	Score	Setting	Date	Source
1	GLM-4	78.1%		Jun 2024	Model card

Scores over time

All the scores we have, one dot each, so a model tested at several settings appears more than once.

Reported by the lab in its model card

Labs report it only in system cards

We read the headline results of 479 launch posts from 51 labs, and none of them list this benchmark. Some system cards do, below.

One system card reports it

Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.

Date	Document	Score	As the document writes it	Section
18 Jun 2024	GLM-4 technical report	78.1	GLM-4 All Tools (Web, 0116), Browser, Information Seeking (Table 9)	Capabilities

GLM-4 leads with 78.1%

Scores over time

Labs report it only in system cards

One system card reports it

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