University of Basel RISE · Research and Infrastructure SupportHumanities Data Benchmark

perceptron/perceptron-mk1.5

Perceptronvia OpenRouter
average±3.3 (95%)
57.0
leaderboard rankof 114
≈92
benchmarksof 12
12
per 1,000 documentsmean over its benchmarks
$1.63
seconds per inputmean response time
10.6
Compare with other models Its row in the Matrix All its test runs

By task

  • Data correction

    54.4

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

  • Document understanding

    55.8

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

  • Information extraction

    72.0

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

  • Transcription

    55.9

    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 Dataother prompt 58.9±29.6 ≈103of 115 $4.21$0.021 run 53.82 T2124 · 24 Oct 2026prompt_v2.txt
Blacklist Cards 91.2±3.5 ≈51of 114 $0.63$0.021 run 4.63 T2131 · 24 Oct 2026prompt.txt
Book Advert XML Repairother prompt 11.8±5.8 ≈89of 119 $1.20$0.060 run 4.01 T2133 · 24 Oct 2026prompt_v2.txt
Business Letters 52.0±7.0 ≈95of 114 $0.93$0.053 run 6.33 T2125 · 24 Oct 2026prompt.txt
Company Listsother prompt 75.5±11.2 ≈58of 114 $1.97$0.030 run 7.76 T2132 · 24 Oct 2026prompt_v2.txt
Duty Rosters 70.4±3.3 ≈78of 107 $2.67$0.056 run 8.23 T2137 · 24 Oct 2026prompt.txt
Fraktur Adverts 0.0±0.0 ≈108of 114 $2.42$0.012 run 9.28 T2128 · 24 Oct 2026prompt_optimized.txt
General Meeting Minutes 75.0±14.5 ≈85of 108 $1.54$0.014 run 13.02 T2136 · 24 Oct 2026prompt.txt
Library Cardsother prompt 81.1±1.9 ≈81of 114 $0.44$0.12 run 2.09 T2129 · 24 Oct 2026prompt_year-string.txt
Magazine Pagesother prompt 0.0±0.0 ≈79of 115 $0.62$0.028 run 5.14 T2135 · 24 Oct 2026prompt_explicit-json.txt
Medieval Manuscripts 70.5±14.8 ≈27of 114 $0.83$0.010 run 4.9 T2130 · 24 Oct 2026prompt.txt
Personnel Cards 97.1±1.0 ≈30of 114 $2.14$0.13 run 7.86 T2134 · 24 Oct 2026prompt.txt

Price

FromInput, $ per million tokensOutput, $ per million tokensSource
24 Oct 20260.151.5archived price page

Every run

  1. T2137Duty Rosters24 Oct 202670.4$0.056
  2. T2136General Meeting Minutes24 Oct 202675.0$0.014
  3. T2135Magazine Pages24 Oct 20260.0$0.028
  4. T2134Personnel Cards24 Oct 202697.1$0.13
  5. T2133Book Advert XML Repair24 Oct 202611.8$0.060
  6. T2132Company Lists24 Oct 202675.5$0.030
  7. T2131Blacklist Cards24 Oct 202691.2$0.021
  8. T2130Medieval Manuscripts24 Oct 202670.5$0.010
  9. T2129Library Cards24 Oct 202681.1$0.12
  10. T2128Fraktur Adverts24 Oct 20260.0$0.012
  11. T2127Business Letters24 Oct 2026 · 32 signed letters54.0$0.033
  12. T2126Business Letters24 Oct 2026 · 25 unsigned letters43.0$0.020
  13. T2125Business Letters24 Oct 2026 · all 57 letters52.0$0.053
  14. T2124Bibliographic Data24 Oct 202658.9$0.021