From 4cdc9b5bfc5ff58c47a2a3cb4c3fabe448ae2bc5 Mon Sep 17 00:00:00 2001
From: CI-DEV <154627941+IlumCI@users.noreply.github.com>
Date: Thu, 2 Oct 2025 11:05:09 +0300
Subject: [PATCH] Create benchmark_results.csv

---
 .../aop_benchmark_data/benchmark_results.csv  | 91 +++++++++++++++++++
 1 file changed, 91 insertions(+)
 create mode 100644 tests/test_data/aop_benchmark_data/benchmark_results.csv

diff --git a/tests/test_data/aop_benchmark_data/benchmark_results.csv b/tests/test_data/aop_benchmark_data/benchmark_results.csv
new file mode 100644
index 00000000..495d77a3
--- /dev/null
+++ b/tests/test_data/aop_benchmark_data/benchmark_results.csv
@@ -0,0 +1,91 @@
+agent_count,test_name,model_name,latency_ms,throughput_rps,memory_usage_mb,cpu_usage_percent,success_rate,error_count,total_requests,concurrent_requests,timestamp,cost_usd,tokens_used,response_quality_score,additional_metrics,agent_creation_time,tool_registration_time,execution_time,total_latency,chaining_steps,chaining_success,error_scenarios_tested,recovery_rate,resource_cycles,avg_memory_delta,memory_leak_detected
+1,scaling_test,gpt-4o-mini,1131.7063331604004,4.131429224630576,1.25,0.0,1.0,0,20,5,1759345643.9453266,0.0015359999999999996,10240,0.8548663728748707,"{'min_latency_ms': 562.7951622009277, 'max_latency_ms': 1780.4391384124756, 'p95_latency_ms': np.float64(1744.0685987472534), 'p99_latency_ms': np.float64(1773.1650304794312), 'total_time_s': 4.84093976020813, 'initial_memory_mb': 291.5546875, 'final_memory_mb': 292.8046875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 7.679999999999998e-05, 'quality_std': 0.0675424923987846, 'data_size_processed': 1000, 'model_provider': 'gpt'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+6,scaling_test,gpt-4o-mini,1175.6950378417969,3.7575854004826277,0.0,0.0,1.0,0,20,5,1759345654.225195,0.0015359999999999996,10240,0.8563524483655013,"{'min_latency_ms': 535.4223251342773, 'max_latency_ms': 1985.3930473327637, 'p95_latency_ms': np.float64(1975.6355285644531), 'p99_latency_ms': np.float64(1983.4415435791016), 'total_time_s': 5.322566986083984, 'initial_memory_mb': 293.1796875, 'final_memory_mb': 293.1796875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 7.679999999999998e-05, 'quality_std': 0.05770982402152013, 'data_size_processed': 1000, 'model_provider': 'gpt'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+11,scaling_test,gpt-4o-mini,996.9684720039368,4.496099509029146,0.0,0.0,1.0,0,20,5,1759345662.8977199,0.0015359999999999996,10240,0.8844883644941982,"{'min_latency_ms': 45.22204399108887, 'max_latency_ms': 1962.2983932495117, 'p95_latency_ms': np.float64(1647.7753758430483), 'p99_latency_ms': np.float64(1899.3937897682185), 'total_time_s': 4.448300123214722, 'initial_memory_mb': 293.5546875, 'final_memory_mb': 293.5546875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 7.679999999999998e-05, 'quality_std': 0.043434832388308614, 'data_size_processed': 1000, 'model_provider': 'gpt'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+16,scaling_test,gpt-4o-mini,1112.8681421279907,3.587833950074127,0.0,0.0,1.0,0,20,5,1759345673.162652,0.0015359999999999996,10240,0.8563855623109009,"{'min_latency_ms': 564.1369819641113, 'max_latency_ms': 1951.472282409668, 'p95_latency_ms': np.float64(1897.4883794784546), 'p99_latency_ms': np.float64(1940.6755018234253), 'total_time_s': 5.57439398765564, 'initial_memory_mb': 293.8046875, 'final_memory_mb': 293.8046875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 7.679999999999998e-05, 'quality_std': 0.05691925404970228, 'data_size_processed': 1000, 'model_provider': 'gpt'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+1,scaling_test,gpt-4o,1298.2240080833435,3.3670995599405846,0.125,0.0,1.0,0,20,5,1759345683.2065425,0.0512,10240,0.9279627852934385,"{'min_latency_ms': 693.6078071594238, 'max_latency_ms': 1764.8026943206787, 'p95_latency_ms': np.float64(1681.7602753639221), 'p99_latency_ms': np.float64(1748.1942105293274), 'total_time_s': 5.939830303192139, 'initial_memory_mb': 293.8046875, 'final_memory_mb': 293.9296875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.00256, 'quality_std': 0.050879141399088765, 'data_size_processed': 1000, 'model_provider': 'gpt'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+6,scaling_test,gpt-4o,1264.4854545593262,3.5293826102318846,0.0,0.0,1.0,0,20,5,1759345692.6439528,0.0512,10240,0.9737471278894755,"{'min_latency_ms': 175.65083503723145, 'max_latency_ms': 1990.2207851409912, 'p95_latency_ms': np.float64(1910.3824019432068), 'p99_latency_ms': np.float64(1974.2531085014343), 'total_time_s': 5.66671347618103, 'initial_memory_mb': 293.9296875, 'final_memory_mb': 293.9296875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.00256, 'quality_std': 0.038542680129780495, 'data_size_processed': 1000, 'model_provider': 'gpt'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+11,scaling_test,gpt-4o,1212.0607376098633,3.799000004302323,0.125,0.0,1.0,0,20,5,1759345701.8719423,0.0512,10240,0.9366077507029601,"{'min_latency_ms': 542.8001880645752, 'max_latency_ms': 1973.801851272583, 'p95_latency_ms': np.float64(1969.2555904388428), 'p99_latency_ms': np.float64(1972.892599105835), 'total_time_s': 5.264543294906616, 'initial_memory_mb': 293.9296875, 'final_memory_mb': 294.0546875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.00256, 'quality_std': 0.044670864578792276, 'data_size_processed': 1000, 'model_provider': 'gpt'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+16,scaling_test,gpt-4o,1367.1631932258606,3.1229790107314654,0.0,0.0,1.0,0,20,5,1759345711.9738443,0.0512,10240,0.9328922198254587,"{'min_latency_ms': 715.888261795044, 'max_latency_ms': 1905.6315422058105, 'p95_latency_ms': np.float64(1890.480661392212), 'p99_latency_ms': np.float64(1902.6013660430908), 'total_time_s': 6.404141664505005, 'initial_memory_mb': 294.0546875, 'final_memory_mb': 294.0546875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.00256, 'quality_std': 0.05146728864962903, 'data_size_processed': 1000, 'model_provider': 'gpt'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+1,scaling_test,gpt-4-turbo,1429.1370868682861,3.3141614744089267,0.125,0.0,1.0,0,20,5,1759345722.7650242,0.1024,10240,0.960928099222926,"{'min_latency_ms': 637.6686096191406, 'max_latency_ms': 1994.9300289154053, 'p95_latency_ms': np.float64(1973.6997246742249), 'p99_latency_ms': np.float64(1990.6839680671692), 'total_time_s': 6.0347089767456055, 'initial_memory_mb': 294.0546875, 'final_memory_mb': 294.1796875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.00512, 'quality_std': 0.0429193742204114, 'data_size_processed': 1000, 'model_provider': 'gpt'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+6,scaling_test,gpt-4-turbo,1167.8012132644653,3.933946564951724,0.0,0.0,1.0,0,20,5,1759345731.809648,0.1024,10240,0.9575695597206497,"{'min_latency_ms': 521.2328433990479, 'max_latency_ms': 1973.503828048706, 'p95_latency_ms': np.float64(1931.3542008399963), 'p99_latency_ms': np.float64(1965.073902606964), 'total_time_s': 5.083953142166138, 'initial_memory_mb': 294.1796875, 'final_memory_mb': 294.1796875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.00512, 'quality_std': 0.04742414087184447, 'data_size_processed': 1000, 'model_provider': 'gpt'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+11,scaling_test,gpt-4-turbo,1435.1954460144043,3.0793869953124613,0.0,0.0,1.0,0,20,5,1759345741.9117725,0.1024,10240,0.9564233524947511,"{'min_latency_ms': 711.4903926849365, 'max_latency_ms': 2034.2109203338623, 'p95_latency_ms': np.float64(1998.979663848877), 'p99_latency_ms': np.float64(2027.1646690368652), 'total_time_s': 6.4947991371154785, 'initial_memory_mb': 294.3046875, 'final_memory_mb': 294.3046875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.00512, 'quality_std': 0.03428874308764032, 'data_size_processed': 1000, 'model_provider': 'gpt'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+16,scaling_test,gpt-4-turbo,1092.1013355255127,4.057819053252887,0.0,0.0,1.0,0,20,5,1759345749.8833907,0.1024,10240,0.9521218582720758,"{'min_latency_ms': 554.4416904449463, 'max_latency_ms': 1968.658447265625, 'p95_latency_ms': np.float64(1637.098050117493), 'p99_latency_ms': np.float64(1902.346367835998), 'total_time_s': 4.92875599861145, 'initial_memory_mb': 294.3046875, 'final_memory_mb': 294.3046875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.00512, 'quality_std': 0.043763298033728824, 'data_size_processed': 1000, 'model_provider': 'gpt'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+1,scaling_test,claude-3-5-sonnet,1046.9236850738525,4.047496446876068,0.0,0.0,1.0,0,20,5,1759345757.9539518,0.03071999999999999,10240,0.9511838758969231,"{'min_latency_ms': 184.94415283203125, 'max_latency_ms': 1966.0136699676514, 'p95_latency_ms': np.float64(1677.8094530105593), 'p99_latency_ms': np.float64(1908.3728265762325), 'total_time_s': 4.941326141357422, 'initial_memory_mb': 294.3046875, 'final_memory_mb': 294.3046875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.0015359999999999996, 'quality_std': 0.03727295215254124, 'data_size_processed': 1000, 'model_provider': 'claude'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+6,scaling_test,claude-3-5-sonnet,1381.3772201538086,3.283979343278356,0.0,0.0,1.0,0,20,5,1759345768.7153368,0.03071999999999999,10240,0.957817098536435,"{'min_latency_ms': 543.0643558502197, 'max_latency_ms': 1937.4654293060303, 'p95_latency_ms': np.float64(1931.4598441123962), 'p99_latency_ms': np.float64(1936.2643122673035), 'total_time_s': 6.090172290802002, 'initial_memory_mb': 294.3046875, 'final_memory_mb': 294.3046875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.0015359999999999996, 'quality_std': 0.044335695599357156, 'data_size_processed': 1000, 'model_provider': 'claude'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+11,scaling_test,claude-3-5-sonnet,1314.3961310386658,3.5243521468336656,0.0,0.0,1.0,0,20,5,1759345778.6269403,0.03071999999999999,10240,0.9749641888502683,"{'min_latency_ms': 535.1722240447998, 'max_latency_ms': 1983.6831092834473, 'p95_latency_ms': np.float64(1918.512487411499), 'p99_latency_ms': np.float64(1970.6489849090576), 'total_time_s': 5.674801826477051, 'initial_memory_mb': 294.3046875, 'final_memory_mb': 294.3046875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.0015359999999999996, 'quality_std': 0.03856740540886548, 'data_size_processed': 1000, 'model_provider': 'claude'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+16,scaling_test,claude-3-5-sonnet,1120.720875263214,3.7028070875807546,0.0,0.0,1.0,0,20,5,1759345788.3161702,0.03071999999999999,10240,0.9344569749738585,"{'min_latency_ms': 207.9324722290039, 'max_latency_ms': 2018.561601638794, 'p95_latency_ms': np.float64(1963.4979844093323), 'p99_latency_ms': np.float64(2007.5488781929016), 'total_time_s': 5.401307582855225, 'initial_memory_mb': 294.3046875, 'final_memory_mb': 294.3046875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.0015359999999999996, 'quality_std': 0.04750434388073592, 'data_size_processed': 1000, 'model_provider': 'claude'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+1,scaling_test,claude-3-haiku,1268.5401320457458,3.539921687652236,0.0,0.0,1.0,0,20,5,1759345797.6495905,0.0256,10240,0.8406194607723803,"{'min_latency_ms': 534.9514484405518, 'max_latency_ms': 1956.9103717803955, 'p95_latency_ms': np.float64(1938.3319020271301), 'p99_latency_ms': np.float64(1953.1946778297424), 'total_time_s': 5.6498425006866455, 'initial_memory_mb': 294.4296875, 'final_memory_mb': 294.4296875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.00128, 'quality_std': 0.053962632063170944, 'data_size_processed': 1000, 'model_provider': 'claude'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+6,scaling_test,claude-3-haiku,1377.644693851471,3.189212271479164,0.0,0.0,1.0,0,20,5,1759345808.2179801,0.0256,10240,0.8370154862115219,"{'min_latency_ms': 661.4456176757812, 'max_latency_ms': 2013.9634609222412, 'p95_latency_ms': np.float64(1985.2455973625183), 'p99_latency_ms': np.float64(2008.2198882102966), 'total_time_s': 6.271141052246094, 'initial_memory_mb': 294.4296875, 'final_memory_mb': 294.4296875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.00128, 'quality_std': 0.057589803133820325, 'data_size_processed': 1000, 'model_provider': 'claude'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+11,scaling_test,claude-3-haiku,1161.9974493980408,3.6778795132801156,0.0,0.0,1.0,0,20,5,1759345817.2541294,0.0256,10240,0.8421329247896683,"{'min_latency_ms': 549.6580600738525, 'max_latency_ms': 1785.23588180542, 'p95_latency_ms': np.float64(1730.9520959854126), 'p99_latency_ms': np.float64(1774.3791246414185), 'total_time_s': 5.437916040420532, 'initial_memory_mb': 294.4296875, 'final_memory_mb': 294.4296875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.00128, 'quality_std': 0.05774508247670216, 'data_size_processed': 1000, 'model_provider': 'claude'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+16,scaling_test,claude-3-haiku,1365.4750227928162,2.998821435629251,0.0,0.0,1.0,0,20,5,1759345827.8750126,0.0256,10240,0.8483772503724578,"{'min_latency_ms': 767.146110534668, 'max_latency_ms': 1936.8767738342285, 'p95_latency_ms': np.float64(1919.3583130836487), 'p99_latency_ms': np.float64(1933.3730816841125), 'total_time_s': 6.669286727905273, 'initial_memory_mb': 294.4296875, 'final_memory_mb': 294.4296875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.00128, 'quality_std': 0.05705131022796498, 'data_size_processed': 1000, 'model_provider': 'claude'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+1,scaling_test,claude-3-sonnet,1360.187566280365,3.089520735450049,0.0,0.0,1.0,0,20,5,1759345837.7737727,0.15360000000000001,10240,0.8835217044830507,"{'min_latency_ms': 550.3547191619873, 'max_latency_ms': 1977.1480560302734, 'p95_latency_ms': np.float64(1924.659264087677), 'p99_latency_ms': np.float64(1966.6502976417542), 'total_time_s': 6.473495960235596, 'initial_memory_mb': 294.4296875, 'final_memory_mb': 294.4296875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.007680000000000001, 'quality_std': 0.058452629496046606, 'data_size_processed': 1000, 'model_provider': 'claude'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+6,scaling_test,claude-3-sonnet,1256.138801574707,3.4732685564079335,0.0,0.0,1.0,0,20,5,1759345848.5701082,0.15360000000000001,10240,0.8863139635356961,"{'min_latency_ms': 641.2796974182129, 'max_latency_ms': 1980.7326793670654, 'p95_latency_ms': np.float64(1846.4025855064392), 'p99_latency_ms': np.float64(1953.86666059494), 'total_time_s': 5.758264780044556, 'initial_memory_mb': 294.4296875, 'final_memory_mb': 294.4296875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.007680000000000001, 'quality_std': 0.05783521510861833, 'data_size_processed': 1000, 'model_provider': 'claude'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
+11,scaling_test,claude-3-sonnet,1306.07008934021,3.5020347317551495,0.0,0.0,1.0,0,20,5,1759345858.6472163,0.15360000000000001,10240,0.9094961422561505,"{'min_latency_ms': 591.8083190917969, 'max_latency_ms': 1971.1270332336426, 'p95_latency_ms': np.float64(1944.3620324134827), 'p99_latency_ms': np.float64(1965.7740330696106), 'total_time_s': 5.710965633392334, 'initial_memory_mb': 294.4296875, 'final_memory_mb': 294.4296875, 'avg_tokens_per_request': 512.0, 'cost_per_request': 0.007680000000000001, 'quality_std': 0.042442911768923584, 'data_size_processed': 1000, 'model_provider': 'claude'}",0.0,0.0,0.0,0.0,0,False,0,0.0,0,0.0,False
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