MKA Benchmark

Google DeepMind and Artificial Analysis have partnered to launch MKA (Multimodal Knowledge Agent), a benchmark evaluating how well agents handle visually complex tasks such as cross-referencing blueprints and reading scientific charts, which existing evaluations do not cover. Gemini 4 Carbon ranks second on the benchmark at 6x lower average cost per task than the top model.