github-actions[bot] commented on PR #9040:
URL: https://github.com/apache/texera/pull/9040#issuecomment-6390965270

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 7 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `98c6337` benchmarked on **this same runner**, so 
the delta is largely free of cross-runner hardware noise. The "7d avg" column 
still reflects the gh-pages dashboard. Treat <±5% as noise unless repeated.
   
   [Dashboard](https://apache.github.io/texera/dev/bench/) · 
[Run](https://github.com/apache/texera/actions/runs/40143176878)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 526 | 0.321 | 18,053/28,515/28,515 us | 🔴 +12.6% / 
🔴 +100.3% |
   | 🟢 | bs=100 sw=10 sl=64 | 1,233 | 0.752 | 80,266/90,358/90,358 us | 🟢 
-40.9% / 🟢 -12.1% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,443 | 0.88 | 691,544/763,007/763,007 us | 🔴 
+6.7% / 🟢 +22.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `98c6337` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 526 tuples/sec | 592 tuples/sec | 879.16 
tuples/sec | -11.1% | -40.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.321 MB/s | 0.361 MB/s | 0.537 MB/s | -11.1% | 
-40.2% |
   | bs=10 sw=10 sl=64 | p50 | 18,053 us | 16,032 us | 11,504 us | +12.6% | 
+56.9% |
   | bs=10 sw=10 sl=64 | p95 | 28,515 us | 26,442 us | 14,234 us | +7.8% | 
+100.3% |
   | bs=10 sw=10 sl=64 | p99 | 28,515 us | 26,442 us | 17,338 us | +7.8% | 
+64.5% |
   | bs=100 sw=10 sl=64 | throughput | 1,233 tuples/sec | 1,219 tuples/sec | 
1,147 tuples/sec | +1.1% | +7.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.752 MB/s | 0.744 MB/s | 0.7 MB/s | +1.1% | 
+7.4% |
   | bs=100 sw=10 sl=64 | p50 | 80,266 us | 77,479 us | 88,987 us | +3.6% | 
-9.8% |
   | bs=100 sw=10 sl=64 | p95 | 90,358 us | 152,989 us | 96,473 us | -40.9% | 
-6.3% |
   | bs=100 sw=10 sl=64 | p99 | 90,358 us | 152,989 us | 102,791 us | -40.9% | 
-12.1% |
   | bs=1000 sw=10 sl=64 | throughput | 1,443 tuples/sec | 1,489 tuples/sec | 
1,182 tuples/sec | -3.1% | +22.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.88 MB/s | 0.909 MB/s | 0.721 MB/s | -3.2% | 
+22.0% |
   | bs=1000 sw=10 sl=64 | p50 | 691,544 us | 673,998 us | 872,751 us | +2.6% | 
-20.8% |
   | bs=1000 sw=10 sl=64 | p95 | 763,007 us | 714,851 us | 910,151 us | +6.7% | 
-16.2% |
   | bs=1000 sw=10 sl=64 | p99 | 763,007 us | 714,851 us | 941,479 us | +6.7% | 
-19.0% |
   
   </details>
   
   <details><summary>Raw CSV</summary>
   
   ```csv
   
config_idx,batch_size,schema_width,string_len,num_batches,total_ms,total_tuples,total_bytes,tuples_per_sec,mb_per_sec,lat_p50_us,lat_p95_us,lat_p99_us
   0,10,10,64,20,380.06,200,128000,526,0.321,18053.36,28514.66,28514.66
   1,100,10,64,20,1622.43,2000,1280000,1233,0.752,80265.87,90357.90,90357.90
   
2,1000,10,64,20,13863.99,20000,12800000,1443,0.880,691544.10,763007.41,763007.41
   ```
   
   </details>
   


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