Graph Database Performance Benchmarks

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LATENCY

(LOWER IS BETTER)

Superior Latency at P99:

MAX THROUGHPUT

(HIGHER IS BETTER)

Execute with the same hardware

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Multi-engine comparison (up to 5) benchmark metrics

Data source: /summaries/multi_engine_compare.json

Core run metrics
Vendor	Platform	Clients	Target MPS	Actual MPS	Latency p50	Latency p95	Latency p99	Avg latency (ms)	RAM usage	Successful requests	Started at
falkordb	arm	8	2,000	735.24	1.903ms	46.85ms	103.42ms	10.856	103.0MB	10,000	2026-09-06T19:46:38.000Z
postgres	arm	8	2,000	16.908	1.759ms	589.82ms	10.158s	470.766	0MB	10,000	2026-09-06T19:47:12.000Z
mongo	arm	8	2,000	127.15	3.631ms	342.01ms	708.61ms	62.679	0MB	10,000	2026-09-06T19:57:29.000Z

Per-query operation coverage
Vendor	Query ID	Operation count
falkordb	aggregate_age	262
falkordb	aggregate_age_distinct	220
falkordb	aggregate_age_filtered	259
falkordb	aggregate_age_min_max_avg	237
falkordb	aggregate_count_users	219
falkordb	aggregate_expansion_1	233
falkordb	aggregate_expansion_1_with_filter	225
falkordb	aggregate_expansion_2	225
falkordb	aggregate_expansion_2_with_filter	238
falkordb	aggregate_expansion_3	232
falkordb	aggregate_expansion_3_with_filter	238
falkordb	aggregate_expansion_4	243
falkordb	aggregate_expansion_4_with_filter	221
falkordb	all_shortest_paths_len	230
falkordb	call_subquery	215
falkordb	count_friend_edges_plain	208
falkordb	count_users_plain	201
falkordb	entity_path_introspection	233
falkordb	id_range_scan	244
falkordb	id_seek	214
falkordb	indexed_in_list_predicate	234
falkordb	indexed_or_predicate	210
falkordb	neighbours_2	245
falkordb	neighbours_2_with_data	210
falkordb	neighbours_2_with_data_and_filter	225
falkordb	neighbours_2_with_filter	227
falkordb	optional_friend	227
falkordb	order_by_age	236
falkordb	pattern_cycle	219
falkordb	pattern_long	230
falkordb	pattern_short	211
falkordb	shortest_path	232
falkordb	shortest_path_with_filter	229
falkordb	single_vertex_read	237
falkordb	union_all_ids	230
falkordb	union_distinct_ids	210
falkordb	unwind_rows	208
falkordb	value_join	205
falkordb	value_join_cnt	208
falkordb	var_len_friends	217
falkordb	var_len_with_edge_where_filter	233
falkordb	vertex_on_label_property	247
falkordb	vertex_on_label_property_index	225
falkordb	vertex_on_property	248
postgres	aggregate_age	244
postgres	aggregate_age_distinct	250
postgres	aggregate_age_filtered	241
postgres	aggregate_age_min_max_avg	247
postgres	aggregate_count_users	237
postgres	aggregate_expansion_1	251
postgres	aggregate_expansion_1_with_filter	242
postgres	aggregate_expansion_2	240
postgres	aggregate_expansion_2_with_filter	224
postgres	aggregate_expansion_3	239
postgres	aggregate_expansion_3_with_filter	220
postgres	aggregate_expansion_4	236
postgres	aggregate_expansion_4_with_filter	237
postgres	all_shortest_paths_len	236
postgres	call_subquery	228
postgres	count_friend_edges_plain	224
postgres	count_users_plain	222
postgres	id_range_scan	201
postgres	id_seek	234
postgres	indexed_in_list_predicate	228
postgres	indexed_or_predicate	272
postgres	neighbours_2	220
postgres	neighbours_2_with_data	223
postgres	neighbours_2_with_data_and_filter	248
postgres	neighbours_2_with_filter	246
postgres	optional_friend	257
postgres	order_by_age	227
postgres	pattern_cycle	223
postgres	pattern_long	202
postgres	pattern_short	241
postgres	shortest_path	225
postgres	shortest_path_with_filter	227
postgres	single_vertex_read	257
postgres	union_all_ids	209
postgres	union_distinct_ids	243
postgres	unwind_rows	204
postgres	value_join	236
postgres	value_join_cnt	226
postgres	var_len_friends	237
postgres	var_len_with_edge_where_filter	220
postgres	vertex_on_label_property	210
postgres	vertex_on_label_property_index	231
postgres	vertex_on_property	235
mongo	aggregate_age	264
mongo	aggregate_age_distinct	255
mongo	aggregate_age_filtered	259
mongo	aggregate_age_min_max_avg	258
mongo	aggregate_count_users	260
mongo	aggregate_expansion_1	249
mongo	aggregate_expansion_1_with_filter	257
mongo	aggregate_expansion_2	235
mongo	aggregate_expansion_2_with_filter	255
mongo	aggregate_expansion_3	243
mongo	aggregate_expansion_3_with_filter	263
mongo	aggregate_expansion_4	279
mongo	aggregate_expansion_4_with_filter	276
mongo	call_subquery	255
mongo	count_friend_edges_plain	254
mongo	count_users_plain	257
mongo	id_range_scan	279
mongo	id_seek	273
mongo	indexed_in_list_predicate	249
mongo	indexed_or_predicate	254
mongo	neighbours_2	240
mongo	neighbours_2_with_data	255
mongo	neighbours_2_with_data_and_filter	264
mongo	neighbours_2_with_filter	246
mongo	optional_friend	251
mongo	order_by_age	231
mongo	pattern_long	248
mongo	pattern_short	271
mongo	single_vertex_read	228
mongo	union_all_ids	270
mongo	union_distinct_ids	219
mongo	unwind_rows	281
mongo	value_join	241
mongo	value_join_cnt	222
mongo	var_len_friends	284
mongo	var_len_with_edge_where_filter	273
mongo	vertex_on_label_property	264
mongo	vertex_on_label_property_index	269
mongo	vertex_on_property	269

Graph Database Performance Benchmarks

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Viewing Benchmark Run

LATENCY

MAX THROUGHPUT