Raja Narendra Lal Khan Women's College has been featured in the NIRF 2023. According to the NIRF Ranking 2023, Raja Narendra Lal Khan Women's College is ranked 64 in College category. The rankings reflect the Raja Narendra Lal Khan Women's College's consistent efforts toward academic growth and student development.
The table below shows Raja Narendra Lal Khan Women's College’s NIRF ranking trends across major categories in 2023 and 2022. Raja Narendra Lal Khan Women's College has shown improvement in the College category compared to last year.
| Category/Stream | 2023 Rank | 2022 Rank |
| College | 64 | 73 |
NIRF evaluates institutions on various parameters like OVERALL, TLR, RP, GO, OI, PR, QNR, QLR, SFC. In the College, Raja Narendra Lal Khan Women's College scored 54.64.The following table shows Raja Narendra Lal Khan Women's College’s performance across all the parameters in the College category:
| Parameter | 2023 Score | 2022 Score |
| Total Score | 54.64 | 54.18 |
| TLR | 61.12 | 65.89 |
| RP | 28.28 | 18.82 |
| GO | 78.7 | 76.4 |
| OI | 53.54 | 53.06 |
| PR | 9.26 | 5.94 |
Comparison of Raja Narendra Lal Khan Women's College against similar NIRF - 2023 ranked college in College category.
| College Name | 2023 Rank | 2022 Rank |
| Raja Narendra Lal Khan Women's College | 64 | 73 |
| SJCC Bangalore | 65 | 93 |
| WCC Chennai | 91 | 94 |
| Ramjas College | 67 | 66 |
| SLC Delhi | 68 | 77 |
| ANJAC Sivakasi | 69 | 83 |
| Alagappa Government Arts College (AGAC), Sivaganga | 63 | 54 |
| SGTB Khalsa | 62 | 39 |
| QMC Chennai | 60 | 47 |
| St.Joseph's College | 59 | 78 |
| The American College | 58 | - |