University of Basel RISE · Research and Infrastructure SupportHumanities Data Benchmark

z-ai/glm-5.3-flash

Z.aivia OpenRouter
average±2.5 (95%)
80.2
leaderboard rankof 114
≈25
benchmarksof 12
12
per 1,000 documentsmean over its benchmarks
$1.25
seconds per inputmean response time
185.2
Compare with other models Its row in the Matrix All its test runs

By task

  • Data correction

    75.7

    Best of 114 models with all its benchmarks: claude-opus-5-5, 82.7.

  • Document understanding

    86.1

    Best of 107 models with all its benchmarks: gpt-6-astra, 97.0.

  • Information extraction

    80.1

    Best of 107 models with all its benchmarks: grok-4.6, 90.8.

  • Transcription

    88.4

    Best of 114 models with all its benchmarks: gemini-4-argon, 96.2.

By benchmark

BenchmarkScoreThe best current run on each benchmark, on the benchmark's metric scaled to 0–100. ± is the 95% sampling margin, from resampling the run's inputs.RankRank among all current models on that benchmark; ≈ for models that cannot be told apart within sampling error.Per 1,000 docss / inputBest run
Bibliographic Data 87.6±8.3 ≈74of 115 $2.12$0.011 run 151.11 T1705 · 18 Sep 2026prompt.txt
Blacklist Cards 96.4±2.0 ≈14of 114 $0.40$0.013 run 11.8 T1712 · 18 Sep 2026prompt.txt
Book Advert XML Repair 54.7±11.1 ≈1of 119 $0.40$0.020 run 76.52 T1715 · 8 Sep 2026prompt.txt
Business Letters 59.0±6.5 ≈24of 114 $1.07$0.061 run 43.45 T1706 · 18 Sep 2026prompt.txt
Company Lists 77.3±14.6 ≈58of 114 $0.57$0.009 run 48.76 T1713 · 8 Sep 2026prompt.txt
Duty Rosters 80.4±5.1 ≈30of 107 $6.62$0.14 run 1699.64 T1719 · 8 Sep 2026prompt.txt
Fraktur Adverts 91.8±4.8 ≈32of 114 $0.68$0.003 run 51.97 T1709 · 8 Sep 2026prompt_optimized.txt
General Meeting Minutes 78.0±15.2 ≈25of 108 $0.99$0.009 run 23.92 T1718 · 18 Sep 2026prompt.txt
Library Cards 82.3±2.1 ≈81of 114 $0.48$0.13 run 44.16 T1710 · 18 Sep 2026prompt.txt
Magazine Pages 81.3±10.5 ≈18of 115 $0.38$0.017 run 6.43 T1717 · 18 Sep 2026prompt.txt
Medieval Manuscripts 76.9±6.7 ≈27of 114 $0.37$0.004 run 12.72 T1711 · 8 Sep 2026prompt.txt
Personnel Cards 96.6±2.3 ≈30of 114 $0.87$0.053 run 52.36 T1716 · 8 Sep 2026prompt.txt

Price

FromInput, $ per million tokensOutput, $ per million tokensSource
8 Sep 20260.0750.25archived price page

Every run

  1. T1719Duty Rosters18 Sep 202664.8$0.15
  2. T1718General Meeting Minutes18 Sep 202678.0$0.009
  3. T1717Magazine Pages18 Sep 202681.3$0.017
  4. T1716Personnel Cards18 Sep 202694.8$0.074
  5. T1715Book Advert XML Repair18 Sep 202637.5$0.20
  6. T1714Company Lists18 Sep 202669.5$0.007
  7. T1713Company Lists18 Sep 202676.1$0.018
  8. T1712Blacklist Cards18 Sep 202696.4$0.013
  9. T1711Medieval Manuscripts18 Sep 20267.2$0.100
  10. T1710Library Cards18 Sep 202682.3$0.13
  11. T1709Fraktur Adverts18 Sep 20260.0$0.042
  12. T1708Business Letters18 Sep 2026 · 32 signed letters61.0$0.021
  13. T1707Business Letters18 Sep 2026 · 25 unsigned letters56.0$0.013
  14. T1706Business Letters18 Sep 2026 · all 57 letters59.0$0.061
  15. T1705Bibliographic Data18 Sep 202687.6$0.011
  16. T1719Duty Rosters8 Sep 202680.4$0.14
  17. T1718General Meeting Minutes8 Sep 202671.8$0.006
  18. T1717Magazine Pages8 Sep 202664.4$0.019
  19. T1716Personnel Cards8 Sep 202696.6$0.053
  20. T1715Book Advert XML Repair8 Sep 202654.7$0.020
  21. T1714Company Lists8 Sep 202642.3$0.007
  22. T1713Company Lists8 Sep 202677.3$0.009
  23. T1712Blacklist Cards8 Sep 202693.2$0.009
  24. T1711Medieval Manuscripts8 Sep 202676.9$0.004
  25. T1710Library Cards8 Sep 202678.4$0.041
  26. T1709Fraktur Adverts8 Sep 202691.8$0.003
  27. T1708Business Letters8 Sep 2026 · 32 signed letters61.0$0.021
  28. T1707Business Letters8 Sep 2026 · 25 unsigned letters60.0$0.011
  29. T1706Business Letters8 Sep 2026 · all 57 letters57.0$0.031
  30. T1705Bibliographic Data8 Sep 202686.0$0.005