Background: Immuno-oncology (IO) has historically focused on T cell-driven effects, but a growing class of myeloid therapies are under investigation. This class includes immune-stimulating antibody conjugates (ISACs), which comprise a tumor-targeting antibody conjugated to an immune-stimulating payload. ISACs may require both tumor-associated antigens and tumor-resident myeloid cells for activity. As new IO strategies such as TLR-activating ISACs are developed, understanding the myeloid landscape is relevant for cancer biology and drug development. Methods: Tumor microarrays with formalin-fixed paraffin embedded sections of breast (BC), colorectal (CRC), gastric (GC), head and neck squamous cell (HNSCC), and non-small cell lung (NSCLC) cancers were analyzed by immunohistochemistry for tumor antigens (HER2, CEA, PD-L1), myeloid cell markers (CD68/CD163/CD11c/BDCA2), and CD8+ T cells. Results: Tumor infiltrating myeloid cells and CD8+ T cells varied across indications (Table). Low densities of intra-tumoral CD8+ T cells (<100/mm²) were observed in CRC, with higher CD8+ T cell counts observed in other cohorts. In contrast to T cells, substantial myeloid infiltrates were observed across tumor types. While MSI status was associated with higher CD8+ T cell infiltration in CRC, myeloid cells were abundant in both MSI and MSS samples. Monocyte-derived (mDC) and conventional DCs (cDC), which respond strongly to TLR activation, were present in all indications, with highest numbers observed in NSCLC. HER2+ BC samples had high infiltration of plasmacytoid DCs, a key TLR7-responsive population. PD-L1 expression on immune cells was associated with higher CD8+ T cell and myeloid cell numbers. In contrast to HER2 and PD-L1, CEA expression was independent of immune infiltration. Conclusions: Abundant myeloid infiltrates were observed across solid tumors, independent of T-cell infiltration. The presence of myeloid cells in multiple tumor types offers broadscale therapeutic targets for ISACs and other myeloid-directed therapies that can activate the innate immune system as a bridge to adaptive immunity.