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Business · 12 tasks · 56 models

Best AI models for Landing Pages

Which models can create landing pages that are clear, specific, persuasive, and buildable?

Top models Qwen qwen3.7-max Google gemini-3.1-pro-preview-low Moonshot kimi-k2.7-code

qwen3.7-max leads Landing Pages (strong). For tighter budgets, deepseek-v3.2-low is competitive at about 22% of the cost.

Best overall Strong
qwen3.7-max

Top score — strong

84.1 score $0.0251/run 60.0s
Best value Usable
deepseek-v3.2-low

Clears the quality bar at $5.62/1k/run

72.0 score $0.0056/run 29.5s
Fastest usable Usable
gpt-5.4-mini

~14s per run, still strong

79.7 score $0.0146/run 14.0s

Quality vs. cost

Every model placed by what it delivers and what it costs. The best value sits high and to the left.

# Model Score
1 qwen3.7-max 84.1 Strong
2 gemini-3.1-pro-preview-low 83.7 Strong
3 kimi-k2.7-code 83.4 Strong
4 gpt-5.5 81.9 Strong
5 gemini-3-flash-preview 80.8 Strong
6 gemini-3.5-flash-low 80.4 Strong
7 gemini-3.1-flash-lite 80.2 Strong
8 deepseek-v3.1-terminus 80.2 Strong

What separates the top models

Hero Clarity Test

easy

Tests whether the model can write a hero section that clearly explains the product.

Leader: claude-sonnet-4.6-high

Five-Second Clarity Test

medium

Tests whether above-the-fold copy quickly communicates audience, product, trust, and action.

Leader: claude-opus-4.6-high

Objection Handling Test

medium

Tests whether the model anticipates real buyer objections.

Leader: claude-opus-4.6-low

Landing Page Structure Test

medium

Tests whether the model can create a conversion-aware page outline.

Leader: claude-sonnet-4.6-low

See the difference

Real model outputs and how our judge scored them.

Top score gemini-3.1-pro-preview-low Payroll software migration
94/100

“The response is expert-level and production-ready. It perfectly addresses the target persona using highly credible, industry-accurate terminology and provides concrete, specific software features to mitigate each risk.”

**Headline:** De-Risking Your Payroll Migration: Your Biggest Concerns, Answered. 

**Intro:** 
As a Finance Director, you operate in a zero-fail environment. Payroll isn't just another operational process; it’s the financial lifeblood of your employees and a major compliance liability for your company. We know that the prospect of migrating to a new system is daunting. You need absolute certainty that data won't be lost, paychecks won't be wrong, and operations won't stall. We built our migration software specifically to engineer the risk out of this process. Here is exactly how we safeguard your transition.

***

**1. The Objection: "What if we lose historical data or the migration fails mid-transfer?"**
**The Answer:** We don’t rely on manual data entry or basic CSV uploads. Our software utilizes automated data mapping and validation protocols that securely extract, clean, and transfer 100% of your historical data—from YTD earnings to complex deduction histories. Before any final switch is made, our system runs a diagnostic audit to ensure every byte of data matches your legacy system. If an anomaly is detected, our point-in-time rollback feature allows you to revert instantly without data corruption.

**2. The Objection: "A new system increases the risk of calculation errors and incorrect paychecks."**
**The Answer:** We eliminate this risk through Automated Parallel Testing. During the transition phase, our software runs "shadow payrolls" alongside your current system. The software automatically reconciles the gross-to-net calculations of the new system against your legacy system, flagging variances down to the penny. We do not recommend going live until the variance report hits exactly $0.00 for two consecutive pay periods. 

**3. The Objection: "Will this break o
Mid-pack gemini-3.1-pro-preview-low Internal knowledge bot for law firms
81/100

“The response excellently fulfills all constraints, directly addressing the target audience and their specific objections with the provided proof points. The copy is highly relevant and uses appropriate legal terminology. The only minor weakness is a slightly dry, literal headline, but the overall output is strong and nearly production-ready.”

**Headline:** 
The Internal AI Assistant That Never Hallucinates and Never Leaks Client Data.

**Subheadline:** 
Empower your team with instant, accurate answers from your firm’s approved documents. Built for mid-sized law firms, our AI runs exclusively inside your private cloud and provides exact citations for every response—giving you the speed of AI with the rigorous accuracy and confidentiality your practice demands.

**Benefits:**
*   **Ironclad Confidentiality:** Hosted entirely within your firm’s private cloud—your sensitive data and client IP never leave your control.
*   **Zero Hallucinations:** Generates answers *only* from your approved internal documents, eliminating the risk of made-up case law or false claims.
*   **Instant Verification:** Every single answer includes exact, clickable source citations so your attorneys can verify the facts in seconds.

**Primary CTA:** 
Book a Security Review

**Secondary CTA:** 
Watch a 2-Minute Demo
Lowest score glm-5 Hiring platform for hospitality teams
0/100

“The model completely failed the task, outputting only a single digit instead of the requested hero section copy.”

1

Where models still fail

The most common problems we flagged across all models.

16incomplete output 15wrapper text 14invented facts 14unsupported invention 9constraint failure 5malformed output 4missing required element 3major task miss

Frequently asked

What is the best AI model for landing pages?

In our benchmarks, qwen3.7-max ranks first for landing pages, scoring strong, across 12 test cases.

What is the cheapest good model for landing pages?

deepseek-v3.2-low is the best value: it clears our quality bar for landing pages at $5.62/1k per run.

Which model is fastest for landing pages?

gpt-5.4-mini is the fastest model that still performs well for landing pages.

How we test

Each model output is scored by a strict JSON LLM judge, supported by deterministic heuristics, then normalized to a 0-100 score.

Judge: gemini-3.1-pro-preview · 876 model runs across 4 benchmarks · last tested 2026-06-30

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 evals
Claude 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