Is GPT 5.4 Nano good at Investor & Pitch?
GPT 5.4 Nano ranks #35 of 50 for Investor & Pitch — usable. The top pick for this task is claude-sonnet-4.6-high.
#35 / 50
Rank for this task
75.6
Score
$0.0178
Cost / run
GPT 5.4 Nano on each Investor & Pitch sub-task
| Founder Reality Check | 82.3/100 | #33 |
| Deck Doctor | 77.0/100 | #24 |
| Market Sizing Reality Check | 76.7/100 | #37 |
| Investor Question Test | 66.3/100 | #38 |
Frequently asked
Is GPT 5.4 Nano good at Investor & Pitch?
GPT 5.4 Nano ranks #35 of 50 models we tested for Investor & Pitch, scoring usable.
What is GPT 5.4 Nano's strongest Investor & Pitch skill?
Its best sub-task here is Founder Reality Check.
This page is Spring Prompt, running
We just did this for every model. Do it for your prompt.
The rankings above come from running real tasks through real models and scoring every output. Spring Prompt is that same engine — pointed at your prompt, your test cases, and your definition of good.
- Generate test cases from your prompt — no eval set required to start.
- Compare models side by side with quality, cost and latency in one matrix.
- Optimise the winner until the scores say it's ready to ship.
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