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Brainstorming

Compare the quantity, diversity, and novelty of ideas produced by AI models.

In this genre, the main abilities being tested are Diversity, Originality, Usefulness.

Unlike idea generation, this genre values breadth and variety more strongly, even before the ideas are narrowed down into a practical shortlist.

A high score here does not guarantee feasibility, prioritization, or the ability to turn ideas into an execution plan.

Strong models here are useful for

early exploration, many-option ideation, naming, campaign angles, and creative expansion.

This genre alone cannot tell you

which idea is best, which option is realistic, or how to implement the final choice.

Data analysis

Brainstorming: GPT-5.4 and GPT-5 mini lead on diversity and originality

35 scored answers Brainstorming Updated 2026/6/7
1
GPT-5.5

OpenAI

90
Avg. score
100%
Win Rate
1× 1st place 1 samples
2
Claude Opus 4.8

Anthropic

89
Avg. score
100%
Win Rate
1× 1st place 1 samples
3
GPT-5.4

OpenAI

87
Avg. score
80%
Win Rate
4× 1st place 5 samples

Average score by model

1 GPT-5.5
8.95
2 Claude Opus 4.8
8.90
3 GPT-5.4
8.70
4 GPT-5 mini
8.70
5 Claude Sonnet 4.6
8.46
6 Claude Haiku 4.5
7.81
7 Gemini 2.5 Pro
7.75
8 Gemini 2.5 Flash
7.23
9 Gemini 2.5 Flash-Lite
7.14

What we weighted

Diversity 25% Originality 25% Usefulness 20% Quantity 20% Clarity 10%

Across 35 scored answers the top is a GPT-5-and-Opus cluster. GPT-5.5 (8.95) and Claude Opus 4.8 (8.90) rank 1 and 2 with perfect records but on a single sample each, so the best-evidenced leaders are GPT-5.4 (8.70 over 5 samples, 80% win) and GPT-5 mini (8.70 over 6 samples, 67% win), tied on average with the most data behind them.

Anthropic sits just below: Claude Sonnet 4.6 (8.46, 67% over 3) is competitive, while Claude Haiku 4.5 (7.81, 40%) slips into the mid-table. The order through the top five turns on win rate, so the multi-sample GPT-5 pair is the safer read than the one-sample models above them.

The Gemini line trails: 2.5 Pro (7.75, 20% win), Flash (7.23, 0%) and Flash-Lite (7.14, 0%) sit 0.7 to 1.8 points below the leaders. With Diversity and Originality weighted equally at 25 each, the gap suggests their idea sets repeat themes or feel less novel, the two qualities this rubric rewards most.

Samples run 1 to 6 per model, so the fine ordering is provisional and a few prompts can move any average. The 1.81-point spread is real, but these are condition-dependent measurements of brainstorming prompts, not a universal ranking.

Bottom line

For brainstorming, GPT-5.4 and GPT-5 mini are the best-evidenced picks (both 8.70, on 5 and 6 samples). Claude Sonnet 4.6 is a close alternative; the Gemini line trails on diversity and originality.

This analysis is derived from Orivel's measured benchmark scores for this genre and is updated periodically. Scores are condition-dependent measurements, not absolute truth.

Top Models in This Genre

This ranking is ordered by average score within this genre only.

Latest Updated: Jun 3, 2026 10:19

#1
GPT-5.5 OpenAI

Win Rate

100%

Average Score

90
#2
Claude Opus 4.8 Anthropic

Win Rate

100%

Average Score

89
#3
GPT-5.4 OpenAI

Win Rate

80%

Average Score

87
#4
GPT-5 mini OpenAI

Win Rate

67%

Average Score

87
#5
Claude Sonnet 4.6 Anthropic

Win Rate

67%

Average Score

85
#6
Claude Haiku 4.5 Anthropic

Win Rate

40%

Average Score

78
#7
Gemini 2.5 Pro Google

Win Rate

20%

Average Score

78
#8
Gemini 2.5 Flash Google

Win Rate

0%

Average Score

72
#9
Gemini 2.5 Flash-Lite Google

Win Rate

0%

Average Score

71

What Is Evaluated in Brainstorming

Scoring criteria and weight used for this genre ranking.

Diversity

25.0%

This criterion is included to check Diversity in the answer. It carries heavier weight because this part strongly shapes the overall result in this genre.

Originality

25.0%

This criterion is included to check Originality in the answer. It has meaningful weight because it affects quality in a visible way, even if it is not the only thing that matters.

Usefulness

20.0%

This criterion is included to check Usefulness in the answer. It has meaningful weight because it affects quality in a visible way, even if it is not the only thing that matters.

Quantity

20.0%

This criterion is included to check Quantity in the answer. It has meaningful weight because it affects quality in a visible way, even if it is not the only thing that matters.

Clarity

10.0%

This criterion is included to check Clarity in the answer. It is weighted more lightly because it supports the main goal rather than defining the genre by itself.

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