High-dose interleukin-2 (HD IL-2) is an approved immunotherapy agent for metastatic melanoma and renal cell carcinoma resulting in objective responses in 15-20 % of patients. An additional subset of patients achieves stable disease, and the natural history of these patients has not been well documented. We hypothesized that stable disease following HD IL-2 is associated with a survival advantage. To explore this hypothesis, a retrospective chart review of 305 patients diagnosed with metastatic melanoma or renal cell carcinoma treated with HD IL-2 was conducted. Patient characteristics, response based on standard RECIST criteria and overall survival were analyzed using the Kaplan-Meier method and associations with clinical response were compared using a log-rank test. Two hundred and forty-five patients had melanoma and 60 had renal cell carcinoma. Of these, 217 had complete data available for analysis. Fifty-nine percentage had progressive disease (PD), 26 % had stable disease (SD) and 15 % had an objective complete (CR) or partial response (PR). Median overall survival was 16.8 months for all patients with available survival data; patients with PD had a median survival of 7.9 months compared to 38.2 months for stable disease, while the median has not been reached for those with objective responses. This retrospective data support an association between overall survival and stable disease, suggesting that clinical benefit may be underestimated for patients treated with HD IL-2. The data further support the use of disease control rate (CR + PR + SD) as a more meaningful endpoint for future clinical studies of tumor immunotherapy, including future studies of HD IL-2.