Is GPT 5.4 good at Investor & Pitch?
GPT 5.4 ranks #23 of 50 for Investor & Pitch — usable. The top pick for this task is claude-sonnet-4.6-high.
#23 / 50
Rank for this task
78.8
Score
$0.0342
Cost / run
GPT 5.4 on each Investor & Pitch sub-task
| Deck Doctor | 80.3/100 | #21 |
| Founder Reality Check | 80.0/100 | #45 |
| Market Sizing Reality Check | 78.7/100 | #36 |
| Investor Question Test | 76.0/100 | #33 |
Real examples, graded
WeakEnterprise self-serve fantasy 0/100
“The model returned an empty response.”
WeakVertical SaaS for dentists 0/100
“The model returned an empty response.”
WeakGlobal education market TAM 0/100
“The model returned an empty response.”
Frequently asked
Is GPT 5.4 good at Investor & Pitch?
GPT 5.4 ranks #23 of 50 models we tested for Investor & Pitch, scoring usable.
What is GPT 5.4's strongest Investor & Pitch skill?
Its best sub-task here is Deck Doctor.
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Experiment · Cold outreach email
Prompt × model results
12 test cases · 3 evalsClaude Opus
GPT-5
Gemini
v1
7.1
6.8
7.4
v2
8.3
7.9
8.0
v3
9.2
★
8.6
8.4
Best combo: v3 × Claude Opus
9.2 quality · $0.004/run · 1.8s