The AI arena is free today

Open Superagent

BabyVision

Progress Over Time

Interactive timeline showing model performance evolution on BabyVision

State-of-the-art frontier
Open
Proprietary

BabyVision Leaderboard

16 models
ContextCostLicense
1763B1.0M$0.30 / $1.20
2—1.0M$0.15 / $0.60
3763B1.0M$0.22 / $0.66
4
Moonshot AI
Moonshot AI
2.8T1.0M$2.85 / $14.25
5
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
28B262K$0.40 / $3.00
6816B1.0M$1.25 / $4.25
7—1.0M$1.25 / $4.25
8
ByteDance
ByteDance
———
9
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
———
10
Moonshot AI
Moonshot AI
1.0T262K$0.75 / $3.50
11———
12320B1.0M$0.15 / $0.50
13
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
27B262K$0.26 / $2.60
14
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
122B262K$0.29 / $2.40
15
ByteDance
ByteDance
—256K$0.10 / $0.40
16
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
35B262K$0.14 / $1.00
Notice missing or incorrect data?
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 16 models on this benchmark, scored on a 0–1 scale. The current average is 0.7, 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-1017 from DeepSeek currently leads the BabyVision leaderboard with a score of 0.925 across 16 evaluated AI models.

2MiniMax M3.1 FlashMiniMax91.0%
3DeepSeek-V4.1-FlashDeepSeek89.6%

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 16 AI models based on their performance on this benchmark. Currently, DeepSeek-V4.1-Flash-1017 by DeepSeek leads with a score of 0.925. The average score across all models is 0.682.

What is the highest BabyVision score?

The highest BabyVision score is 0.925, achieved by DeepSeek-V4.1-Flash-1017 from DeepSeek.

How many models are evaluated on BabyVision?

16 models have been evaluated on the BabyVision benchmark, with 0 verified results and 16 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-1017 by DeepSeek is the top-ranked open-source model on BabyVision, with a score of 0.925 (rank #1).

Which model offers the best value on BabyVision?

Among models scoring within 10% of the leader, MiniMax M3.1 Flash from MiniMax is the cheapest, at $0.15 per million input tokens with a score of 0.910.

How recent are the BabyVision leaderboard results?

The BabyVision leaderboard was last updated in October 2026 and currently includes 16 evaluated models.