CreativeWork

Agents complete productivity tasks in Notion, Canva and Figma by mixing GUI actions with MCP tool calls.

In-house Seed benchmark. The card does not describe the grader, so the scoring field is a guess.

Made by ByteDance Seed Released Jun 2026 Desktop apps Tasks kept private Last in a launch post Jun 2026 Last model added Jun 2026

Level: Everyday Most adults, without training
Scored: Checked automatically A program checks the result against an answer key, unit tests or the expected final state.
Answers: Agent task Many steps in a terminal, browser, desktop, app, game or robot.

Paper

Model scored in lab cards

Launch post lists it, from 1 lab

System card reports it, from 1 lab

Seed2.1 Pro leads with 42.5%

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

42.5 Seed2.1 Pro

1 Seed2.1 Pro 42.5%

#	Model	Score	Setting	Date	Source
1	Seed2.1 Pro	42.5%		Jun 2026	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

One lab put it in a launch post in the last six months

Launch posts from every lab that has listed it, one tick per post. Tall colored ticks include it, and short gray ones leave it out.

ByteDance Seed

Date	Launch post	Score	As the post writes it
23 Jun 2026	Seed2.1 Pro	42.5	CreativeWork

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
23 Jun 2026	Seed2.1 Pro model card	42.5	CreativeWork (Table 4)	Capabilities

Seed2.1 Pro leads with 42.5%

Scores over time

One lab put it in a launch post in the last six months

One system card reports it

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