PresentBench

Progress Over Time

Interactive timeline showing model performance evolution on PresentBench

State-of-the-art frontier
Open
Proprietary

PresentBench Leaderboard

2 models
ContextCostLicense
1
ByteDance
ByteDance
2
ByteDance
ByteDance
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About this benchmark

What is PresentBench?

PresentBench evaluates AI agents on producing presentation-style deliverables, such as generating lesson-plan slides and structured documents from source materials.

PresentBench is a text benchmark evaluating models on reasoning, general, and agents tasks. LLM Stats tracks 2 models on this benchmark, scored on a 0–1 scale. The current average is 0.5, with the leader at 0.5.

Compare leaders on the best AI for reasoning, best AI for general and best AI for agents leaderboards.

Current leaders

Seed 2.1 Pro from ByteDance currently leads the PresentBench leaderboard with a score of 0.546 across 2 evaluated AI models.

1Seed 2.1 ProByteDance54.6%
2Seed 2.1 TurboByteDance48.3%

FAQ

Common questions about the PresentBench benchmark and leaderboard.

What is the PresentBench benchmark?

PresentBench evaluates AI agents on producing presentation-style deliverables, such as generating lesson-plan slides and structured documents from source materials.

What is the PresentBench leaderboard?

The PresentBench leaderboard ranks 2 AI models based on their performance on this benchmark. Currently, Seed 2.1 Pro by ByteDance leads with a score of 0.546. The average score across all models is 0.514.

What is the highest PresentBench score?

The highest PresentBench score is 0.546, achieved by Seed 2.1 Pro from ByteDance.

How many models are evaluated on PresentBench?

2 models have been evaluated on the PresentBench benchmark, with 0 verified results and 2 self-reported results.

What categories does PresentBench cover?

PresentBench is categorized under reasoning, general, and agents. The benchmark evaluates text models.

How recent are the PresentBench leaderboard results?

The PresentBench leaderboard was last updated in June 2026 and currently includes 2 evaluated models.
PresentBench Leaderboard