RGZingYang opened a new issue, #13698:
URL: https://github.com/apache/apisix/issues/13698

   ### Current Behavior
   
   <img width="1908" height="146" alt="Image" 
src="https://github.com/user-attachments/assets/d149af33-7fc5-4827-9358-2523deae223f";
 />
   The two metrics use different time units depending on upstream HTTP status:
   HTTP 200 responses: value in milliseconds
   Non-200 responses (4xx/5xx): value in seconds
   This inconsistency breaks monitoring dashboards, latency aggregation and 
alert rules, as we cannot apply unified conversion logic for latency statistics 
and SLA calculation.
   
   ### Expected Behavior
   
   _No response_
   
   ### Error Logs
   
   _No response_
   
   ### Steps to Reproduce
   
               -- Upstream responded — mark source before any early returns
               core.response.set_response_source(ctx, "upstream")
   
               if res.status == 429 or (res.status >= 500 and res.status < 600) 
then
                   if res._t0 then
                       apisix_upstream.update_upstream_state({
                           response_time = (ngx_now() - res._t0) * 1000,
                       })
                   end
                   if res._httpc then
                       res._httpc:close()
                   end
                   return res.status
               end
   
   ---------------------------------------------------
   ctx.var.apisix_upstream_response_time and ctx.var.llm_time_to_first_token 
are not assigned values.
   
   
   ### Environment
   
   - APISIX version (run `apisix version`): 3.17
   - Operating system (run `uname -a`):
   - OpenResty / Nginx version (run `openresty -V` or `nginx -V`):
   - etcd version, if relevant (run `curl 
http://127.0.0.1:9090/v1/server_info`):
   - APISIX Dashboard version, if relevant:
   - Plugin runner version, for issues related to plugin runners:
   - LuaRocks version, for installation issues (run `luarocks --version`):
   


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