You are not giving port number 8080 in your url address.
By default 80 is used when no port given.(8080 is default port used for Apache Tomcat). Maybe another server is listening on port 80 on your machine.
Update
Machine Specs : Intel(R) Xeon(R) CPU X5650 @ 2.67GHz, 64GB RAM,CentOS Linux release 6.0 (Final), node -v 0.8.8, ab -V 2.3
I think the problem in your case is that either Windows is not efficiently using the resources or CPU or RAM is being saturated when you run the benchmark.
Without cluster (used the same script)
This is ApacheBench, Version 2.3 <$Revision: 655654 $>
Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/
Licensed to The Apache Software Foundation, http://www.apache.org/
Benchmarking 10.232.5.169 (be patient)
Completed 1000 requests
Completed 2000 requests
Completed 3000 requests
Completed 4000 requests
Completed 5000 requests
Completed 6000 requests
Completed 7000 requests
Completed 8000 requests
Completed 9000 requests
Completed 10000 requests
Finished 10000 requests
Server Software:
Server Hostname: 10.232.5.169
Server Port: 8000
Document Path: /
Document Length: 11 bytes
Concurrency Level: 1000
Time taken for tests: 3.196 seconds
Complete requests: 10000
Failed requests: 0
Write errors: 0
Total transferred: 860000 bytes
HTML transferred: 110000 bytes
Requests per second: 3129.14 [#/sec] (mean)
Time per request: 319.577 [ms] (mean)
Time per request: 0.320 [ms] (mean, across all concurrent requests)
Transfer rate: 262.80 [Kbytes/sec] received
Connection Times (ms)
min mean[+/-sd] median max
Connect: 0 3 43.0 0 2999
Processing: 1 81 39.9 81 201
Waiting: 1 81 39.9 81 201
Total: 12 84 57.8 82 3000
Percentage of the requests served within a certain time (ms)
50% 82
66% 103
75% 114
80% 120
90% 140
95% 143
98% 170
99% 183
100% 3000 (longest request)
With cluster (used your cluster script)
This is ApacheBench, Version 2.3 <$Revision: 655654 $>
Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/
Licensed to The Apache Software Foundation, http://www.apache.org/
Benchmarking 10.232.5.169 (be patient)
Completed 1000 requests
Completed 2000 requests
Completed 3000 requests
Completed 4000 requests
Completed 5000 requests
Completed 6000 requests
Completed 7000 requests
Completed 8000 requests
Completed 9000 requests
Completed 10000 requests
Finished 10000 requests
Server Software:
Server Hostname: 10.232.5.169
Server Port: 8000
Document Path: /
Document Length: 11 bytes
Concurrency Level: 1000
Time taken for tests: 1.056 seconds
Complete requests: 10000
Failed requests: 0
Write errors: 0
Total transferred: 924672 bytes
HTML transferred: 118272 bytes
Requests per second: 9467.95 [#/sec] (mean)
Time per request: 105.620 [ms] (mean)
Time per request: 0.106 [ms] (mean, across all concurrent requests)
Transfer rate: 854.96 [Kbytes/sec] received
Connection Times (ms)
min mean[+/-sd] median max
Connect: 22 47 13.6 46 78
Processing: 23 52 13.8 52 102
Waiting: 5 22 17.6 17 83
Total: 77 99 5.8 100 142
Percentage of the requests served within a certain time (ms)
50% 100
66% 101
75% 102
80% 102
90% 104
95% 105
98% 110
99% 117
100% 142 (longest request)