You might want to find a leaderboard that ranks the latest models with benchmarks that resemble your use case.
Perhaps this one: huggingface.co/spaces/openc...
huggingface.co
Open VLM Leaderboard - a Hugging Face Space by opencompass
VLMEvalKit Evaluation Results Collection