Benchmark Almanac

Finance Modeling Pro

Only in system cards

Agents complete financial modeling tasks in Excel. Expert rubrics score each task over three trials.

In-house MiniMax evaluation. Scores differ from the earlier Finance Modeling set reported for M2.5.

Made by
MiniMax
Released
May 2026
Kind
Finance
Level
Expert
Scored
Graded by a model
Answers
Open-ended
Tasks
Kept private
Last in a system card
May 2026
Last model added
May 2026
2
Models scored in lab cards
2
System cards report it, from 1 lab

MiniMax-M2.7 leads with 57%

Best score per model as labs report them in their own cards. Labs pick their own settings, so these compare less cleanly than independent runs.

  1. 1 MiniMax-M2.7 57%
  2. 2 MiniMax-M2.5 33.8%

Source: Labs’ model cards

#ModelScoreSettingDateSource
1 MiniMax-M2.7 57% May 2026 Lab model card
2 MiniMax-M2.5 33.8% May 2026 Lab model card

Scores over time

All the scores we have, one dot each, so a model tested at several settings appears more than once.

Reported by the lab in its model card
0% 20% 40% 60% 80% 100% 2026 Near the ceiling (85%) MiniMax-M2.7 0% 20% 40% 60% 80% 100% 2026 Near the ceiling (85%) MiniMax-M2.7

Source: Labs’ model cards

Labs report it only in system cards

We read the headline results of 522 launch posts from 52 labs, and none of them list this benchmark. Some system cards do, below.

2 system cards report it, from 1 lab

Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.

DateDocumentScoreAs the document writes itSection
May 26, 2026 MiniMax-M2.7 technical report 57 Finance Modeling Pro (Table 4) Capabilities
May 26, 2026 MiniMax-M2.5 technical report 33.8 Finance Modeling Pro (Table 4) Capabilities

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