Is GPT 5.4 good at Sales?
GPT 5.4 ranks #25 of 44 for Sales — usable. The top pick for this task is claude-opus-4.6-low.
#25 / 44
Rank for this task
78.2
Score
$0.0342
Cost / run
GPT 5.4 on each Sales sub-task
| Cold Outbound Email | 80.8/100 | #33 |
| Follow-up & Break-up | 79.3/100 | #26 |
| Objection Handling | 79.2/100 | #15 |
| Discovery Call Prep | 72.3/100 | #15 |
Real examples, graded
WinValue-add second touch after no reply 94/100
“The response is an expert-level, production-ready follow-up. It perfectly adheres to all constraints, nails the pragmatic and logistics-native brand voice, and offers genuine value without any guilt-tripping or fabricated claims.”
Frequently asked
Is GPT 5.4 good at Sales?
GPT 5.4 ranks #25 of 44 models we tested for Sales, scoring usable.
What is GPT 5.4's strongest Sales skill?
Its best sub-task here is Cold Outbound Email.
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