multimodal benchmark
BabyVision Leaderboard
A benchmark for early-stage visual reasoning and perception on child-like vision tasks.
Updated Aug 17, 2026
Models10
Model coverage10
MetricScore
EvidenceB
BabyVision Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelMA | Score85.7% | Percentile100.0% | Participants10 | EvidenceC | Evaluated |
| Rank02 | ModelAC | Score85.6% | Percentile88.9% | Participants10 | EvidenceC | Evaluated |
| Rank03 | ModelME | Score76.3% | Percentile77.8% | Participants10 | EvidenceC | Evaluated |
| Rank04 | ModelBY | Score73.7% | Percentile66.7% | Participants10 | EvidenceC | Evaluated |
| Rank05 | ModelAC | Score70.4% | Percentile55.6% | Participants10 | EvidenceC | Evaluated |
| Rank06 | ModelMA | Score68.5% | Percentile44.4% | Participants10 | EvidenceC | Evaluated |
| Rank07 | ModelBY | Score62.9% | Percentile33.3% | Participants10 | EvidenceC | Evaluated |
| Rank08 | ModelAC | Score44.6% | Percentile22.2% | Participants10 | EvidenceC | Evaluated |
| Rank09 | ModelAC | Score40.2% | Percentile11.1% | Participants10 | EvidenceC | Evaluated |
| Rank10 | ModelAC | Score38.4% | Percentile0.0% | Participants10 | EvidenceC | Evaluated |
BabyVision Highlights
The leading models and scores on this benchmark.
BabyVision Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for BabyVision
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis babyvision AI model leaderboard uses descending score in the benchmark's original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01MAKimi K3Moonshot AI
- Score
- 85.7%
- Price
- $3.0 input / $15 output per 1M tokens
- Speed
- Up to 26 tok/s via Fireworks
Strengths
- Ranks #1 of 10 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures BabyVision, not total model capability
- 02ACQwen3.8-27BAlibaba Cloud / Qwen Team
- Score
- 85.6%
Strengths
- Ranks #2 of 10 compared models
- 89th percentile on this benchmark
- C evidence result
Considerations
- This result measures BabyVision, not total model capability
- 03MEMuse Spark 1.1Meta
- Score
- 76.3%
- Price
- $1.3 input / $4.3 output per 1M tokens
- Speed
- Up to 6.2 tok/s via Meta Model API
Strengths
- Ranks #3 of 10 compared models
- 78th percentile on this benchmark
- C evidence result
Considerations
- This result measures BabyVision, not total model capability
- 04BYSeed 2.1 ProByteDance
- Score
- 73.7%
Strengths
- Ranks #4 of 10 compared models
- 67th percentile on this benchmark
- C evidence result
Considerations
- This result measures BabyVision, not total model capability
- 05ACQwen3.7-PlusAlibaba Cloud / Qwen Team
- Score
- 70.4%
- Price
- $0.50 input / $3.0 output per 1M tokens
Strengths
- Ranks #5 of 10 compared models
- 56th percentile on this benchmark
- C evidence result
Considerations
- This result measures BabyVision, not total model capability
Selection summary
Best AI Models for BabyVision
Kimi K3 currently leads BabyVision with 85.7%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
What is BabyVision?
What BabyVision measures and how its scores work.
A benchmark for early-stage visual reasoning and perception on child-like vision tasks.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- BabyVision
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- Yes
- Evaluation key
- babyvision|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about BabyVision.
Which model scores highest on BabyVision?
Kimi K3 is currently ranked first with 85.7%.
What does BabyVision measure?
A benchmark for early-stage visual reasoning and perception on child-like vision tasks.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
10 model results are currently shown.
Does this benchmark affect the overall score?
Yes. This benchmark can contribute to the current LLMBoard capability score.