Explore more topics
Published model evaluations

Gemini 2.5 Flash Preview: trading task evaluations

See how google/gemini-2.5-flash-preview performed in 1 trading task evaluation, with exact version, measured results, dates and test inputs.

As of 2025-07-11

Jump to a section

TL;DR

Gemini 2.5 Flash Preview (google/gemini-2.5-flash-preview) appears in 1 published study. 2025-07-11, Models generating financial SQL queries, July 2025: 0.900 for median score. Each result belongs to its own task, date and grading method.

Exact tested ID
google/gemini-2.5-flash-preview
Published studies
1
Provider
google

Inspect this exact model

Step 1 of 3

Models generating financial SQL queries, July 2025

Gemini 2.5 Flash Preview: source evidence dated 2025-07-11.

Median score
0.900
Avg score
0.703
Success rate
87.64%
Avg time
33,344 ms
Input cost
$0.15/M
Output cost
$3.50/M
What you should see

The displayed values belong to the identified model versions and this published task, with their original metric units.

Step 2 of 3

How did this version perform on the job I need?

The first measured row below belongs to this model, not its provider's other models. Open that study to see the other arms and tested input.

2025-07-11: Models generating financial SQL queries, July 2025
What you should see

Select a model for the specific tested task. A profile with one study does not establish performance on other jobs.

Step 3 of 3

Test a strategy with Aurora

Select a model for the specific tested task. A profile with one study does not establish performance on other jobs.

Test a strategy with Aurora
What you should see

Keep reporting dates and units beside the answer, and inspect its original citations.

Models generating financial SQL queries, July 2025

See the complete models generating financial sql queries, july 2025

Gemini 2.5 Flash Preview recorded 0.900 for median score in the 2025-07-11 publication. About 88 financial questions per the article text, 11 models.

Published metricValue
Median score0.900
Avg score0.703
Success rate87.64%
Avg time33,344 ms
Input cost$0.15/M
Output cost$3.50/M

Models generating financial SQL queries, July 2025: read these measurements

View task, sample and measurement units

About 88 financial questions per the article text, 11 models

Generate SQL queries that answer financial questions against a financial database.

  1. Scoring

    Three LLM judges assign a 0 to 1 quality score that is separate from whether the query executes. The article states the score measures query and answer assessment, not investment returns.

  2. Cost units

    List prices per million tokens, from $0.10/M input and $0.40/M output (Gemini 2.0 Flash) to $15.00/M input and $75.00/M output (Claude Opus 4). Total run spend was reported as over $200, with $171.88 on Requesty.

  3. Time units

    Average time in milliseconds, from 31,140 ms (Gemini 2.0 Flash) to 74,812 ms (Grok-4).

Continue exploring

Discussion

Sign in or create a free account to join the discussion.

No comments yet.

Aurora · AI research assistant

Try this in Aurora

Edit the request, then open it in Aurora. You choose when to send it.