DeepSeek

DEDeepSeek

A capable, cost-efficient option for reasoning and coding tasks.

Overview

DeepSeek is a cost-efficient model family with strong reasoning and coding performance, a reasonable choice for teams that want strong technical capability at a lower cost tier.

File upload and analysis

Best financial use cases

01Reasoning-heavy analysis on a budget
02Coding and scripting tasks
03Scenario modelling and stress-testing

Interactive task lab

See DeepSeek at work.

Choose a finance task to reveal the required inputs, a ready-to-use prompt, expected deliverables, and the human review step.

Scenario

Apply explicit market shocks and expose the main drivers of portfolio loss.

Bring these inputs

01Position and factor exposures
02Scenario shocks
03Risk limits

Ready-to-use prompt

Apply the provided base, adverse, and severe scenario shocks to these exposures. Show calculations, rank loss contributors, identify nonlinear assumptions, and flag limit breaches. Do not estimate missing exposures.

Expected deliverables

Scenario P&L table
Driver ranking
Limit-breach report

Human review gate

Independently reproduce calculations in the approved risk engine.

Strengths

Strong reasoning-to-cost ratio
Capable coding performance

Limitations

Source quality and citation are weaker than dedicated research tools
Smaller integration ecosystem than the larger providers

Recommended prompt patterns

Stress-test this exposure across three market scenarios

Document & data capabilities

File upload and analysis

Integrations

API access

Pricing overview

Free — Limited usage
API — Usage-based pricing, generally lower cost than comparable models

Privacy & enterprise

Review data-residency and handling terms carefully for enterprise or regulated use
Verify current data-handling terms directly with DeepSeek before enterprise use