Lining up labels with radio buttons in bootstrap

Since Bootstrap 3 you have to use checkbox-inline and radio-inline classes on the label.

This takes care of vertical alignment.

<label class="checkbox-inline">
    <input type="checkbox" id="inlineCheckbox1" value="option1"> 1
</label>
<label class="radio-inline">
    <input type="radio" name="inlineRadioOptions" id="inlineRadio1" value="option1"> 1
</label>

If you add the 'radio inline' class to the control label in the solution provided by user1938475 it should line up correctly with the other labels. Or if you're only using 'radio' like your 2nd example just include the 'radio' class.

<label class="radio control-label">Some label</label>

OR for 'radio inline'

<label class="radio-inline control-label">Some label</label>

This may work for you, Please try this.

<form>
  <div class="form-inline">
    <div class="controls-row">
      <label class="control-label">Some label</label>
      <label class="radio inline">
        <input type="radio" value="1" />First
      </label>
      <label class="radio inline">
        <input type="radio" value="2" />Second
      </label>
    </div>
  </div>
</form>