University of Basel RISE · Research and Infrastructure SupportHumanities Data Benchmark

minimax/minimax-m3.1-flash

MiniMaxvia OpenRouter
average±4.7 (95%)
65.0
leaderboard rankof 114
≈79
benchmarksof 12
12
per 1,000 documentsmean over its benchmarks
$1.12
seconds per inputmean response time
17.5
Compare with other models Its row in the Matrix All its test runs

By task

  • Data correction

    60.6

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

  • Document understanding

    53.8

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

  • Information extraction

    73.3

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

  • Transcription

    76.1

    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 91.0±6.6 ≈74of 115 $2.19$0.011 run 69.12 T1998 · 24 Oct 2026prompt_v2.txt
Blacklist Cards 92.9±3.7 ≈51of 114 $0.57$0.019 run 4.67 T2005 · 24 Oct 2026prompt.txt
Book Advert XML Repairother prompt 25.0±9.5 ≈64of 119 $0.61$0.031 run 9.56 T2007 · 24 Oct 2026prompt_v2.txt
Business Letters 50.0±7.1 ≈100of 114 $0.96$0.055 run 5.08 T1999 · 24 Oct 2026prompt.txt
Company Listsother prompt 68.9±15.0 ≈84of 114 $0.94$0.014 run 5.13 T2006 · 24 Oct 2026prompt_v2.txt
Duty Rosters 51.1±28.2 ≈87of 107 $1.61$0.034 run 28.03 T2011 · 24 Oct 2026prompt.txt
Fraktur Adverts 75.2±36.8 ≈32of 114 $1.25$0.006 run 14.54 T2002 · 24 Oct 2026prompt_optimized.txt
General Meeting Minutes 79.8±12.3 ≈25of 108 $2.91$0.026 run 51.16 T2010 · 24 Oct 2026prompt.txt
Library Cardsother prompt 79.5±1.8 ≈95of 114 $0.23$0.060 run 2.99 T2003 · 24 Oct 2026prompt_year-string.txt
Magazine Pagesother prompt 14.2±9.2 ≈66of 115 $0.55$0.025 run 2.61 T2009 · 24 Oct 2026prompt_explicit-json.txt
Medieval Manuscripts 56.9±19.4 ≈72of 114 $0.61$0.007 run 9.43 T2004 · 24 Oct 2026prompt.txt
Personnel Cards 96.2±1.3 ≈30of 114 $1.00$0.061 run 8.27 T2008 · 24 Oct 2026prompt.txt

Price

FromInput, $ per million tokensOutput, $ per million tokensSource
24 Oct 20260.150.6archived price page

Every run

  1. T2011Duty Rosters24 Oct 202651.1$0.034
  2. T2010General Meeting Minutes24 Oct 202679.8$0.026
  3. T2009Magazine Pages24 Oct 202614.2$0.025
  4. T2008Personnel Cards24 Oct 202696.2$0.061
  5. T2007Book Advert XML Repair24 Oct 202625.0$0.031
  6. T2006Company Lists24 Oct 202668.9$0.014
  7. T2005Blacklist Cards24 Oct 202692.9$0.019
  8. T2004Medieval Manuscripts24 Oct 202656.9$0.007
  9. T2003Library Cards24 Oct 202679.5$0.060
  10. T2002Fraktur Adverts24 Oct 202675.2$0.006
  11. T2001Business Letters24 Oct 2026 · 32 signed letters57.0$0.022
  12. T2000Business Letters24 Oct 2026 · 25 unsigned letters51.0$0.010
  13. T1999Business Letters24 Oct 2026 · all 57 letters50.0$0.055
  14. T1998Bibliographic Data24 Oct 202691.0$0.011