userver: HttpArena benchmark implementation (userver-create-service) by botanegg · Pull Request #811 · MDA2AV/HttpArena

botanegg · 2026-06-05T21:01:17Z

10 benchmark profiles (baseline, pipelined, limited-conn, json, json-comp, upload, api-4, api-16, static, async-db)

6 HTTP handlers (baseline11, baseline2, json, plaintext, upload, async_db)
gzip compression middleware
Dockerfile based on ubuntu-24.04-userver (prebuilt framework version)

Description

^^^
HTTP 2 benchmarks and TLS are preconfigured, but due to Userver issues with ALPN, they are not included in meta.json.

PR Commands — comment on this PR to trigger (requires collaborator approval):

Command	Description
`/benchmark -f <framework>`	Run all benchmark tests
`/benchmark -f <framework> -t <test>`	Run a specific test
`/benchmark -f <framework> --save`	Run and save results (updates leaderboard on merge)

Always specify -f <framework>. Results are automatically compared against the current leaderboard.

Run benchmarks locally

You can validate and benchmark your framework locally with the lite script — no CPU pinning, fixed connection counts, all load generators run in Docker.

./scripts/validate.sh <framework>
./scripts/benchmark-lite.sh <framework> baseline
./scripts/benchmark-lite.sh --load-threads 4 <framework>

Requirements: Docker Engine on Linux. Load generators (gcannon, h2load, h2load-h3, wrk, ghz) are built as self-contained Docker images on first run.

botanegg · 2026-06-05T21:57:13Z

/benchmark -f userver

github-actions · 2026-06-05T21:57:20Z

👋 /benchmark request received. A collaborator will review and approve the run.

github-actions · 2026-06-06T08:51:55Z

Benchmark Results

Framework: userver | Test: all tests

Test	Conn	RPS	CPU	Mem	Δ RPS	Δ Mem
baseline	512	573,833	5842.0%	212MiB	-4.8%	+6.5%
baseline	4096	1,053,509	6508.7%	432MiB	+7.7%	-2.9%
pipelined	512	1,448,187	6691.4%	256MiB	-0.1%	-1.9%
pipelined	4096	1,328,604	6689.3%	896MiB	-0.9%	-0.2%
limited-conn	512	807,499	6119.3%	243MiB	+15.1%	+1.2%
limited-conn	4096	861,718	6302.8%	572MiB	+1.4%	-1.0%
json	4096	823,463	6492.9%	507MiB	NEW	NEW
json-comp	512	510,494	6534.9%	246MiB	NEW	NEW
json-comp	4096	493,346	6309.3%	556MiB	NEW	NEW
json-comp	16384	468,665	6466.6%	1.5GiB	NEW	NEW
upload	32	699	3216.7%	956MiB	NEW	NEW
upload	256	613	6670.8%	3.5GiB	NEW	NEW
api-4	256	58,442	403.5%	194MiB	NEW	NEW
api-16	1024	135,085	1792.8%	382MiB	NEW	NEW
static	1024	32,623	6488.9%	349MiB	-80.3%	-20.3%
static	4096	32,315	6501.1%	607MiB	-82.9%	-34.8%
static	6800	32,165	6486.4%	848MiB	-83.4%	-36.3%
async-db	1024	242,827	5823.6%	316MiB	NEW	NEW

Full log

    Latency   125.33ms   60.14ms 414.61ms   69.45%
    Req/Sec   509.45    184.02     7.64k    92.09%
  164814 requests in 5.10s, 2.84GB read
Requests/sec:  32315.88
Transfer/sec:    569.62MB
[info] CPU 6501.1% | Mem 607MiB

[run 3/3]
Running 5s test @ http://localhost:8080
  64 threads and 4096 connections
  Thread Stats   Avg      Stdev     Max   +/- Stdev
    Latency   126.25ms   61.99ms 430.70ms   68.10%
    Req/Sec   506.32    134.97     2.77k    84.57%
  164029 requests in 5.10s, 2.82GB read
Requests/sec:  32157.57
Transfer/sec:    566.99MB
[info] CPU 6467.2% | Mem 609MiB

=== Best: 32315 req/s (CPU: 6501.1%, Mem: 607MiB) ===
[info] saved results/static/4096/userver.json
httparena-bench-userver
httparena-bench-userver

==============================================
=== userver / static / 6800c (tool=wrk) ===
==============================================
[info] waiting for server...
[info] server ready

[run 1/3]
Running 5s test @ http://localhost:8080
  64 threads and 6800 connections
  Thread Stats   Avg      Stdev     Max   +/- Stdev
    Latency   206.89ms  107.66ms 732.96ms   68.88%
    Req/Sec   506.24    221.86     8.91k    86.26%
  164004 requests in 5.10s, 2.82GB read
Requests/sec:  32151.77
Transfer/sec:    566.66MB
[info] CPU 6440.4% | Mem 757MiB

[run 2/3]
Running 5s test @ http://localhost:8080
  64 threads and 6800 connections
  Thread Stats   Avg      Stdev     Max   +/- Stdev
    Latency   206.81ms   97.90ms 656.85ms   69.64%
    Req/Sec   502.81    244.93     7.55k    78.67%
  162893 requests in 5.10s, 2.80GB read
Requests/sec:  31937.91
Transfer/sec:    563.03MB
[info] CPU 6499.2% | Mem 834MiB

[run 3/3]
Running 5s test @ http://localhost:8080
  64 threads and 6800 connections
  Thread Stats   Avg      Stdev     Max   +/- Stdev
    Latency   206.90ms   99.87ms 713.78ms   67.80%
    Req/Sec   509.08    236.94     6.14k    81.00%
  164038 requests in 5.10s, 2.83GB read
Requests/sec:  32165.32
Transfer/sec:    567.25MB
[info] CPU 6486.4% | Mem 848MiB

=== Best: 32165 req/s (CPU: 6486.4%, Mem: 848MiB) ===
[info] saved results/static/6800/userver.json
httparena-bench-userver
httparena-bench-userver

==============================================
=== userver / async-db / 1024c (tool=gcannon) ===
==============================================
[info] waiting for server...
[info] server ready

[run 1/3]
gcannon v0.5.3
  Target:    localhost:8080/
  Threads:   64
  Conns:     1024 (16/thread)
  Pipeline:  1
  Req/conn:  25
  Templates: 5
  Expected:  200
  Duration:  10s


  Thread Stats   Avg      p50      p90      p99    p99.9
    Latency   2.21ms    836us   2.81ms   35.60ms   81.00ms

  4334149 requests in 10.00s, 4334148 responses
  Throughput: 433.33K req/s
  Bandwidth:  527.44MB/s
  Status codes: 2xx=1233596, 3xx=0, 4xx=0, 5xx=3100552
  Latency samples: 4334135 / 4334148 responses (100.0%)
  Reconnects: 173241
  Per-template: 866224,866367,867496,867572,866476
  Per-template-ok: 245638,246651,247800,246861,246644

  WARNING: 3100552/4334148 responses (71.5%) had unexpected status (expected 2xx)
[info] CPU 6265.6% | Mem 352MiB

[run 2/3]
gcannon v0.5.3
  Target:    localhost:8080/
  Threads:   64
  Conns:     1024 (16/thread)
  Pipeline:  1
  Req/conn:  25
  Templates: 5
  Expected:  200
  Duration:  10s


  Thread Stats   Avg      p50      p90      p99    p99.9
    Latency   3.80ms   3.20ms   6.63ms   12.10ms   18.00ms

  2327987 requests in 10.00s, 2327990 responses
  Throughput: 232.75K req/s
  Bandwidth:  897.57MB/s
  Status codes: 2xx=2327910, 3xx=0, 4xx=0, 5xx=80
  Latency samples: 2327986 / 2327990 responses (100.0%)
  Reconnects: 92941
  Per-template: 463796,465420,467042,467048,464680
  Per-template-ok: 463780,465403,467033,467030,464659

  WARNING: 80/2327990 responses (0.0%) had unexpected status (expected 2xx)
[info] CPU 5392.7% | Mem 318MiB

[run 3/3]
gcannon v0.5.3
  Target:    localhost:8080/
  Threads:   64
  Conns:     1024 (16/thread)
  Pipeline:  1
  Req/conn:  25
  Templates: 5
  Expected:  200
  Duration:  10s


  Thread Stats   Avg      p50      p90      p99    p99.9
    Latency   3.66ms   3.11ms   6.28ms   11.40ms   16.90ms

  2428624 requests in 10.00s, 2428629 responses
  Throughput: 242.80K req/s
  Bandwidth:  936.05MB/s
  Status codes: 2xx=2428276, 3xx=0, 4xx=0, 5xx=353
  Latency samples: 2428624 / 2428629 responses (100.0%)
  Reconnects: 97127
  Per-template: 484387,485636,486897,486838,484866
  Per-template-ok: 484336,485558,486827,486776,484774

  WARNING: 353/2428629 responses (0.0%) had unexpected status (expected 2xx)
[info] CPU 5823.6% | Mem 316MiB

=== Best: 242827 req/s (CPU: 5823.6%, Mem: 316MiB) ===
[info] input BW: 16.21MB/s (avg template: 70 bytes)
[info] saved results/async-db/1024/userver.json
httparena-bench-userver
httparena-bench-userver
[info] skip: userver does not subscribe to crud
[info] skip: userver does not subscribe to fortunes
[info] skip: userver does not subscribe to baseline-h2
[info] skip: userver does not subscribe to static-h2
[info] skip: userver does not subscribe to baseline-h2c
[info] skip: userver does not subscribe to json-h2c
[info] skip: userver does not subscribe to baseline-h3
[info] skip: userver does not subscribe to static-h3
[info] skip: userver does not subscribe to gateway-64
[info] skip: userver does not subscribe to gateway-h3
[info] skip: userver does not subscribe to production-stack
[info] skip: userver does not subscribe to unary-grpc
[info] skip: userver does not subscribe to unary-grpc-tls
[info] skip: userver does not subscribe to stream-grpc
[info] skip: userver does not subscribe to stream-grpc-tls
[info] skip: userver does not subscribe to echo-ws
[info] skip: userver does not subscribe to echo-ws-pipeline
[info] rebuilding site/data/*.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/frameworks.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/api-16-1024.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/api-4-256.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/async-db-1024.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/baseline-4096.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/baseline-512.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/json-4096.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/json-comp-16384.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/json-comp-4096.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/json-comp-512.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/limited-conn-4096.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/limited-conn-512.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/pipelined-4096.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/pipelined-512.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/static-1024.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/static-4096.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/static-6800.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/upload-256.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/upload-32.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/current.json
[info] done
httparena-postgres
[info] restoring loopback MTU to 65536

10 benchmark profiles (baseline, pipelined, limited-conn, json, json-comp, upload, api-4, api-16, static, async-db) - 6 HTTP handlers (baseline11, baseline2, json, plaintext, upload, async_db) - gzip compression middleware - Dockerfile based on ubuntu-24.04-userver

botanegg · 2026-06-06T10:50:21Z

/benchmark -f userver --save

github-actions · 2026-06-06T10:50:27Z

👋 /benchmark request received. A collaborator will review and approve the run.

botanegg · 2026-06-06T10:51:21Z

@MDA2AV ready to merge after benchmarks run

github-actions · 2026-06-06T11:24:49Z

Benchmark Results

Framework: userver | Test: all tests

Test	Conn	RPS	CPU	Mem	Δ RPS	Δ Mem
baseline	512	938,499	6352.8%	213MiB	+55.8%	+7.0%
baseline	4096	1,040,628	6556.3%	431MiB	+6.4%	-3.1%
pipelined	512	1,444,364	6593.4%	257MiB	-0.4%	-1.5%
pipelined	4096	1,323,265	6703.7%	905MiB	-1.3%	+0.8%
limited-conn	512	661,612	6010.5%	237MiB	-5.7%	-1.2%
limited-conn	4096	878,475	6391.3%	570MiB	+3.3%	-1.4%
json	4096	818,115	6323.7%	522MiB	NEW	NEW
json-comp	512	502,618	6502.4%	243MiB	NEW	NEW
json-comp	4096	494,592	6572.5%	552MiB	NEW	NEW
json-comp	16384	486,545	6158.5%	1.5GiB	NEW	NEW
upload	32	708	3220.2%	1.0GiB	NEW	NEW
upload	256	619	6478.7%	4.3GiB	NEW	NEW
api-4	256	58,657	402.5%	194MiB	NEW	NEW
api-16	1024	134,831	1773.7%	380MiB	NEW	NEW
static	1024	164,982	6585.0%	460MiB	-0.2%	+5.0%
static	4096	186,711	6454.8%	928MiB	-0.9%	-0.3%
static	6800	195,082	6401.7%	1.3GiB	+0.4%	~0%
async-db	1024	232,577	5621.6%	312MiB	NEW	NEW

Full log

  64 threads and 4096 connections
  Thread Stats   Avg      Stdev     Max   +/- Stdev
    Latency    22.16ms   10.14ms 128.33ms   68.45%
    Req/Sec     2.91k   409.70    15.84k    97.61%
  944549 requests in 5.10s, 56.11GB read
Requests/sec: 185210.73
Transfer/sec:     11.00GB
[info] CPU 6543.4% | Mem 955MiB

[run 3/3]
Running 5s test @ http://localhost:8080
  64 threads and 4096 connections
  Thread Stats   Avg      Stdev     Max   +/- Stdev
    Latency    22.20ms   10.51ms 128.28ms   69.32%
    Req/Sec     2.92k   452.54    15.34k    98.04%
  945815 requests in 5.10s, 56.19GB read
Requests/sec: 185480.36
Transfer/sec:     11.02GB
[info] CPU 6459.0% | Mem 922MiB

=== Best: 186711 req/s (CPU: 6454.8%, Mem: 928MiB) ===
[info] saved results/static/4096/userver.json
httparena-bench-userver
httparena-bench-userver

==============================================
=== userver / static / 6800c (tool=wrk) ===
==============================================
[info] waiting for server...
[info] server ready

[run 1/3]
Running 5s test @ http://localhost:8080
  64 threads and 6800 connections
  Thread Stats   Avg      Stdev     Max   +/- Stdev
    Latency    35.62ms   18.72ms 210.94ms   71.42%
    Req/Sec     3.04k   346.75     9.24k    95.89%
  985981 requests in 5.10s, 58.57GB read
Requests/sec: 193332.64
Transfer/sec:     11.49GB
[info] CPU 6483.1% | Mem 1.3GiB

[run 2/3]
Running 5s test @ http://localhost:8080
  64 threads and 6800 connections
  Thread Stats   Avg      Stdev     Max   +/- Stdev
    Latency    35.48ms   18.95ms 225.76ms   72.40%
    Req/Sec     3.06k   457.81    16.79k    97.67%
  993427 requests in 5.10s, 59.02GB read
Requests/sec: 194767.38
Transfer/sec:     11.57GB
[info] CPU 6573.1% | Mem 1.3GiB

[run 3/3]
Running 5s test @ http://localhost:8080
  64 threads and 6800 connections
  Thread Stats   Avg      Stdev     Max   +/- Stdev
    Latency    35.48ms   19.18ms 251.96ms   72.57%
    Req/Sec     3.07k   425.89    15.48k    97.39%
  995151 requests in 5.10s, 59.12GB read
Requests/sec: 195082.63
Transfer/sec:     11.59GB
[info] CPU 6401.7% | Mem 1.3GiB

=== Best: 195082 req/s (CPU: 6401.7%, Mem: 1.3GiB) ===
[info] saved results/static/6800/userver.json
httparena-bench-userver
httparena-bench-userver

==============================================
=== userver / async-db / 1024c (tool=gcannon) ===
==============================================
[info] waiting for server...
[info] server ready

[run 1/3]
gcannon v0.5.3
  Target:    localhost:8080/
  Threads:   64
  Conns:     1024 (16/thread)
  Pipeline:  1
  Req/conn:  25
  Templates: 5
  Expected:  200
  Duration:  10s


  Thread Stats   Avg      p50      p90      p99    p99.9
    Latency   2.71ms   1.17ms   6.06ms   27.10ms   50.80ms

  3450817 requests in 10.00s, 3450824 responses
  Throughput: 345.01K req/s
  Bandwidth:  671.31MB/s
  Status codes: 2xx=1662416, 3xx=0, 4xx=0, 5xx=1788408
  Latency samples: 3450824 / 3450824 responses (100.0%)
  Reconnects: 137680
  Per-template: 689336,690252,691094,690670,689472
  Per-template-ok: 331317,332206,332717,333049,333127

  WARNING: 1788408/3450824 responses (51.8%) had unexpected status (expected 2xx)
[info] CPU 5962.9% | Mem 355MiB

[run 2/3]
gcannon v0.5.3
  Target:    localhost:8080/
  Threads:   64
  Conns:     1024 (16/thread)
  Pipeline:  1
  Req/conn:  25
  Templates: 5
  Expected:  200
  Duration:  10s


  Thread Stats   Avg      p50      p90      p99    p99.9
    Latency   4.10ms   3.54ms   7.06ms   12.20ms   17.80ms

  2184713 requests in 10.00s, 2184715 responses
  Throughput: 218.42K req/s
  Bandwidth:  842.15MB/s
  Status codes: 2xx=2184715, 3xx=0, 4xx=0, 5xx=0
  Latency samples: 2184713 / 2184715 responses (100.0%)
  Reconnects: 87259
  Per-template: 435941,436749,438006,437779,436238
  Per-template-ok: 435941,436749,438006,437779,436238
[info] CPU 5103.4% | Mem 322MiB

[run 3/3]
gcannon v0.5.3
  Target:    localhost:8080/
  Threads:   64
  Conns:     1024 (16/thread)
  Pipeline:  1
  Req/conn:  25
  Templates: 5
  Expected:  200
  Duration:  10s


  Thread Stats   Avg      p50      p90      p99    p99.9
    Latency   3.79ms   3.28ms   6.45ms   11.50ms   17.10ms

  2326764 requests in 10.00s, 2326764 responses
  Throughput: 232.62K req/s
  Bandwidth:  896.60MB/s
  Status codes: 2xx=2325772, 3xx=0, 4xx=0, 5xx=992
  Latency samples: 2326754 / 2326764 responses (100.0%)
  Reconnects: 93013
  Per-template: 464117,465269,466319,466383,464666
  Per-template-ok: 463906,465078,466140,466181,464457

  WARNING: 992/2326764 responses (0.0%) had unexpected status (expected 2xx)
[info] CPU 5621.6% | Mem 312MiB

=== Best: 232577 req/s (CPU: 5621.6%, Mem: 312MiB) ===
[info] input BW: 15.53MB/s (avg template: 70 bytes)
[info] saved results/async-db/1024/userver.json
httparena-bench-userver
httparena-bench-userver
[info] skip: userver does not subscribe to crud
[info] skip: userver does not subscribe to fortunes
[info] skip: userver does not subscribe to baseline-h2
[info] skip: userver does not subscribe to static-h2
[info] skip: userver does not subscribe to baseline-h2c
[info] skip: userver does not subscribe to json-h2c
[info] skip: userver does not subscribe to baseline-h3
[info] skip: userver does not subscribe to static-h3
[info] skip: userver does not subscribe to gateway-64
[info] skip: userver does not subscribe to gateway-h3
[info] skip: userver does not subscribe to production-stack
[info] skip: userver does not subscribe to unary-grpc
[info] skip: userver does not subscribe to unary-grpc-tls
[info] skip: userver does not subscribe to stream-grpc
[info] skip: userver does not subscribe to stream-grpc-tls
[info] skip: userver does not subscribe to echo-ws
[info] skip: userver does not subscribe to echo-ws-pipeline
[info] rebuilding site/data/*.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/frameworks.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/api-16-1024.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/api-4-256.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/async-db-1024.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/baseline-4096.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/baseline-512.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/json-4096.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/json-comp-16384.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/json-comp-4096.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/json-comp-512.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/limited-conn-4096.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/limited-conn-512.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/pipelined-4096.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/pipelined-512.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/static-1024.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/static-4096.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/static-6800.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/upload-256.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/upload-32.json
[updated] /home/diogo/actions-runner/_work/HttpArena/HttpArena/site/data/current.json
[info] done
httparena-postgres
[info] restoring loopback MTU to 65536

botanegg requested review from Kaliumhexacyanoferrat and MDA2AV as code owners June 5, 2026 21:01

botanegg force-pushed the userver-benchmarks branch 2 times, most recently from c5aea18 to 39669be Compare June 5, 2026 21:54

botanegg force-pushed the userver-benchmarks branch 2 times, most recently from c8bc1fe to 3c65965 Compare June 6, 2026 10:40

botanegg force-pushed the userver-benchmarks branch from 3c65965 to c5d9547 Compare June 6, 2026 10:48

MDA2AV approved these changes Jun 6, 2026

View reviewed changes

MDA2AV merged commit 1ae067f into MDA2AV:main Jun 6, 2026
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userver: HttpArena benchmark implementation (userver-create-service)#811

userver: HttpArena benchmark implementation (userver-create-service)#811
MDA2AV merged 1 commit into
MDA2AV:mainfrom
botanegg:userver-benchmarks

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botanegg commented Jun 5, 2026

Description

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github-actions Bot commented Jun 6, 2026

Benchmark Results

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botanegg commented Jun 6, 2026

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Benchmark Results

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