AI benchmarks and leaderboards are different things
Learn the difference between a benchmark, an evaluation run and a leaderboard, and use each to answer the right question.
LLM Stats
Vibe-Eval
VIBE-Eval is a hard evaluation suite for measuring progress of multimodal language models, consisting of 269 visual understanding prompts with gold-standard responses authored by experts. The benchmark has dual objectives: vibe checking multimodal chat models for day-to-day tasks and rigorously testing frontier models, with the hard set containing >50% questions that all frontier models answer incorrectly.
Evaluation context and evidence
- Source
- LLM Stats
- Publisher
- Not recorded
- Benchmark release
- Not recorded
- Collected
- 2026-08-17
- Modality
- multimodal
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Original sources
Reported results 8
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| Gemini 2.5 Pro Preview 06-05 | 0.672 | Not recorded | Not recorded | 2025-06-05 · model_announcement | LLM Stats |
| Gemini 2.5 Pro | 0.656 | Not recorded | Not recorded | 2025-05-20 · model_announcement | LLM Stats |
| Gemini 2.5 Flash | 0.654 | Not recorded | Not recorded | 2025-05-20 · model_announcement | LLM Stats |
| Gemini 2.0 Flash | 0.563 | Not recorded | Not recorded | 2024-12-01 · model_announcement | LLM Stats |
| Gemini 1.5 Pro | 0.539 | Not recorded | Not recorded | 2024-05-01 · model_announcement | LLM Stats |
| Gemini 2.5 Flash-Lite | 0.513 | Not recorded | Not recorded | 2025-06-17 · model_announcement | LLM Stats |
| Gemini 1.5 Flash | 0.489 | Not recorded | Not recorded | 2024-05-01 · model_announcement | LLM Stats |
| Gemini 1.5 Flash 8B | 0.409 | Not recorded | Not recorded | 2024-03-15 · model_announcement | LLM Stats |