Real-World Finance (Anthropic)
Agents complete about 50 analyst tasks in banking, private equity, hedge funds and corporate finance, producing spreadsheets, slides and documents. Rubric graded.
In-house Anthropic evaluation. The tasks are not public.
- Level
- Expert Specialists with years of training, often over hours of work
- Scored
- Graded by a model A language model scores each response, usually against a rubric.
- Answers
- Agent task Many steps in a terminal, browser, desktop, app, game or robot.
Claude Fable 5 leads with 70% among models released by Jun 2026
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.
The newest model with a score here came out in Jun 2026, and nobody has reported a newer one. Among the 20 highest-ranked models on the capability index, these have no score yet:
- GPT-6 Astra
- Claude Opus 5.5
- GPT-6.1 Terra
- GPT-6.1 Sol
- and 15 more
- 1 Claude Fable 5 70%
- 2 Claude Opus 4.6 64.1%
- 3 Claude Sonnet 4.6 59.5%
| # | Model | Score | Setting | Date | Source |
|---|---|---|---|---|---|
| 1 | Claude Fable 5 | 70% | Jun 2026 | Model card | |
| 2 | Claude Opus 4.6 | 64.1% | Feb 2026 | Model card | |
| 3 | Claude Sonnet 4.6 | 59.5% | Feb 2026 | Model card |
2 models have held number one since its release in Feb 2026
Lab claims count from the day the card came out, independent runs from the model’s release.
Scores over time
All the scores we have, one dot each, so a model tested at several settings appears more than once.
Labs report it only in system cards
We read the headline results of 479 launch posts from 51 labs, and none of them list this benchmark. Some system cards do, below.
3 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.
| Date | Document | Score | As the document writes it | Section |
|---|---|---|---|---|
| 9 Jun 2026 | Claude Fable 5 system card | 70 | Real-World Finance v1, 53-task curated subset, Opus 4.7-series grader at max effort, labeled Fable/Mythos 5 (8.17.3.2, Figure 8.17.3.2.A) | Capabilities |
| 17 Feb 2026 | Claude Sonnet 4.6 system card | 59.5 | Real-World Finance, average task score, value printed on chart (Figure 2.12.3.A) | Capabilities |
| 5 Feb 2026 | Claude Opus 4.6 system card | 64.1 | Real-World Finance, average task score, value printed on chart (Figure 2.14.4.A) | Capabilities |
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