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BabyVision

Progress Over Time

Interactive timeline showing model performance evolution on BabyVision

State-of-the-art frontier
Open
Proprietary

BabyVision Leaderboard

13 models
ContextCostLicense
1763B1.0M$0.22 / $0.66
2
Moonshot AI
Moonshot AI
2.8T1.0M$2.85 / $14.25
3
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
28B262K$0.40 / $3.00
41.0M$1.25 / $4.25
5
ByteDance
ByteDance
6
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
7
Moonshot AI
Moonshot AI
1.0T262K$0.75 / $3.50
8
9320B1.0M$0.15 / $0.50
10
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
27B262K$0.26 / $2.60
11
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
122B262K$0.29 / $2.40
12
ByteDance
ByteDance
256K$0.10 / $0.40
13
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
35B262K$0.14 / $1.00
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About this benchmark

What is BabyVision?

A benchmark for early-stage visual reasoning and perception on child-like vision tasks.

BabyVision is a multimodal benchmark evaluating models on multimodal, reasoning, and vision tasks. LLM Stats tracks 13 models on this benchmark, scored on a 0–1 scale. The current average is 0.6, with the leader at 0.9.

Compare leaders on the best AI for multimodal, best AI for reasoning and best AI for vision leaderboards.

Current leaders

DeepSeek-V4.1-Flash from DeepSeek currently leads the BabyVision leaderboard with a score of 0.896 across 13 evaluated AI models.

1DeepSeek-V4.1-FlashDeepSeek89.6%
2Kimi K3Moonshot AI85.7%
3Qwen3.8-27BAlibaba Cloud / Qwen Team85.6%

FAQ

Common questions about the BabyVision benchmark and leaderboard.

What is the BabyVision benchmark?

A benchmark for early-stage visual reasoning and perception on child-like vision tasks.

What is the BabyVision leaderboard?

The BabyVision leaderboard ranks 13 AI models based on their performance on this benchmark. Currently, DeepSeek-V4.1-Flash by DeepSeek leads with a score of 0.896. The average score across all models is 0.637.

What is the highest BabyVision score?

The highest BabyVision score is 0.896, achieved by DeepSeek-V4.1-Flash from DeepSeek.

How many models are evaluated on BabyVision?

13 models have been evaluated on the BabyVision benchmark, with 0 verified results and 13 self-reported results.

What categories does BabyVision cover?

BabyVision is categorized under multimodal, reasoning, and vision. The benchmark evaluates multimodal models.

What is the best open-source model on BabyVision?

DeepSeek-V4.1-Flash by DeepSeek is the top-ranked open-source model on BabyVision, with a score of 0.896 (rank #1).

Which model offers the best value on BabyVision?

Among models scoring within 10% of the leader, DeepSeek-V4.1-Flash from DeepSeek is the cheapest, at $0.22 per million input tokens with a score of 0.896.

How recent are the BabyVision leaderboard results?

The BabyVision leaderboard was last updated in September 2026 and currently includes 13 evaluated models.