Build an Option-Pricing Equity Allocation Review Application
Allocate a supplied total equity value across share classes using documented option-pricing breakpoints. Expose volatility, timing, rights, and numerical sensitivities for professional review.
What you are building
The core problem, expected build, and operating context for this challenge.
A private-company valuation specialist reviewing allocation mechanics.
Allocate a supplied total equity value across share classes using documented option-pricing breakpoints. Expose volatility, timing, rights, and numerical sensitivities for professional review.
Key: cap_table_version + breakpoint + scenario_id.
Fields: total_equity, strike_breakpoint, time_years, volatility, risk_free_rate, tranche_allocation.
Breakpoints derive from approved rights. Use a declared continuous-rate convention in the pricing implementation.
Derive and review the breakpoint schedule.
Price equity tranches with a tested numerical library.
Allocate tranches according to documented participation rights.
Export class values, sensitivities, and reconciliation tests.
A breakpoint diagram, class-allocation matrix, sensitivity charts, and solver diagnostics.
An option-pricing allocation engine with independent numerical comparisons.
An allocation report linking each breakpoint to share rights.
Runnable local application, setup commands, and a dependency lockfile.
Versioned input data, data dictionary, acquisition instructions, and rights notes.
Calculation traces, source references, assumption records, and exported review artifacts.
A deterministic baseline and tests for normal, incomplete, contradictory, and failure-recovery cases.
A recorded complete workflow with a reproducible manifest and explicit limitations.
Class values sum to total equity within 1e-6 of total value.
Call values decline with increasing strike under the same assumptions.
Handle zero-time and zero-volatility limits explicitly.
Do not treat a successful numerical calculation as proof of model appropriateness.
A higher supplied breakpoint-call value changes tranche allocations while total equity remains conserved.
The attached starter files are prototype inputs. Expected starter answers are visible. They are not independent holdouts.
Full target: Use fictional capitalization structures with explicit breakpoints, time horizons, volatility, rates, and total equity values. Document every modeling assumption.
Complete target contracts and expert review remain pending. Public observations are not historical release vintages.
SciPy, NumPy, Plotly
Use an available model appropriate to the task. Record provider, model identifier, version or retrieval date, settings, cost, and latency. Use deterministic code for calculations. Models may extract, retrieve, or explain evidence. They must not invent missing records, override approval rules, or claim professional authority.
The fixture verifies supplied tranche arithmetic, not the full option-pricing model or an appraisal conclusion.
No fabricated records, source citations, professional endorsements, or expert-adjudication claims.
No future-data leakage into dated decisions, model fitting, or historical valuation inputs.
No unauthorized payments, account restrictions, regulatory filings, or production changes.
No automated appraisal certification, tax-compliance determination, or unsupported fraud accusation.
No concealed uncertainty or silently invented inputs required for a numerical conclusion.
Correct domain calculations and justified methods with documented assumptions. Weight: 30.
Source lineage, temporal integrity, rights checks, and explicit synthetic-data labels. Weight: 25.
A working application with review, export, error handling, and reproducible state. Weight: 20.
Adversarial cases, uncertainty, missing-data behavior, and sensitivity analysis. Weight: 15.
Evidence-linked conclusions that distinguish facts, assumptions, and unresolved judgments. Weight: 10. Score each dimension from zero to two. Weighted score = sum(weight * score / 2). A failed safety gate blocks acceptance.
Participation guide
The fixture verifies supplied tranche arithmetic, not the full option-pricing model or an appraisal conclusion. No fabricated records, source citations, professional endorsements, or expert-adjudication claims. No future-data leakage into dated decisions, model fitting, or historical valuation inputs. No unauthorized payments, account restrictions, regulatory filings, or production changes. No automated appraisal certification, tax-compliance determination, or unsupported fraud accusation. No concealed uncertainty or silently invented inputs required for a numerical conclusion.
How work is evaluated
100-point weighted review with safety gates. Visible starter cases do not establish full application correctness.
An option-pricing allocation engine with independent numerical comparisons. An allocation report linking each breakpoint to share rights. Runnable local application, setup commands, and a dependency lockfile. Versioned input data, data dictionary, acquisition instructions, and rights notes. Calculation traces, source references, assumption records, and exported review artifacts. A deterministic baseline and tests for normal, incomplete, contradictory, and failure-recovery cases. A recorded complete workflow with a reproducible manifest and explicit limitations.
Challenge datasets
Public datasets, plus the private datasets you have access to.
How submissions are scored
These dimensions define what the evaluator checks and which criteria separate a passable run from a strong one.
What you should walk away with
Derive and review the breakpoint schedule.
Price equity tranches with a tested numerical library.
Allocate tranches according to documented participation rights.
Export class values, sensitivities, and reconciliation tests.
Reference links and supporting material
1 attached dataset file(s), including two visible synthetic starter cases. Complete target data remains pending.
Challenge setup
Configuration summary for this challenge.
Challenge input
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Agent execution
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Evaluated output
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- Rubric dimension 1
- Rubric dimension 2
- Rubric dimension 3
- 2 public reference cases
- No runtime settings are configured.
Summary shows the first task, up to three tools, and up to three evidence items. Open the technical recipe to view all configured items.
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Evaluation contract
- Rubric dimension 1 · Weight 30
- Rubric dimension 2 · Weight 25
- Rubric dimension 3 · Weight 20
- Rubric dimension 4 · Weight 15
- Rubric dimension 5 · Weight 10
Reference cases
- 2 public reference cases
Workflow tasks
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