Last verified 2025-09-22 (left) · 2026-03-06 (right)
Claude Haiku 3.5 vs GPT-5.4 Pro — Pricing & Capability Comparison
Claude Haiku 3.5 charges $0.80 per million input tokens and $4.00 per million output tokens. GPT-5.4 Pro comes in at $30.00 / $180.00. Context windows span 200K vs 1.1M tokens respectively.
TL;DR — Quick Comparison
- ✓Claude Haiku 3.5 is cheaper overall: $4.80 per 1M tokens (in+out) vs $210.00 for GPT-5.4 Pro — saves $205.20 per 1M tokens
- ✓Input pricing: Claude Haiku 3.5 $0.80/1M vs GPT-5.4 Pro $30.00/1M
- ✓Output pricing: Claude Haiku 3.5 $4.00/1M vs GPT-5.4 Pro $180.00/1M
- ✓Context window: GPT-5.4 Pro offers more (1.1M vs 200K)
- ✓Use our calculator below to estimate costs for your specific usage pattern
Input price (per 1M)
Claude Haiku 3.5
$0.80
GPT-5.4 Pro
$30.00
Claude Haiku 3.5 leads here
Output price (per 1M)
Claude Haiku 3.5
$4.00
GPT-5.4 Pro
$180.00
Claude Haiku 3.5 leads here
Context window
Claude Haiku 3.5
200,000 tokens
GPT-5.4 Pro
1,050,000 tokens
GPT-5.4 Pro leads here
Cached input
Claude Haiku 3.5
Not published
GPT-5.4 Pro
Not published
No published data
Cost comparison for 10K-token workloads
Side-by-side pricing for identical workloads (10,000 total tokens per request) across different distributions.
| Scenario | Claude Haiku 3.5 | GPT-5.4 Pro |
|---|---|---|
Balanced conversation 50% input · 50% output | $0.0240 | $1.05 |
Input-heavy workflow 80% input · 20% output | $0.0144 | $0.600 |
Generation heavy 30% input · 70% output | $0.0304 | $1.35 |
Cached system prompt 90% cached input · 10% fresh output | $0.0112 | $0.450 |
Frequently asked questions
Which is cheaper: Claude Haiku 3.5 or GPT-5.4 Pro?
Claude Haiku 3.5 is cheaper for input tokens at $0.80 per 1M tokens compared to $30.00. For output, Claude Haiku 3.5 costs $4.00 per 1M tokens versus $180.00 for GPT-5.4 Pro.
What is the cost per 1M tokens for Claude Haiku 3.5?
Claude Haiku 3.5 pricing: $0.80 per 1M input tokens and $4.00 per 1M output tokens. Context window: 200,000 tokens.
What is the cost per 1M tokens for GPT-5.4 Pro?
GPT-5.4 Pro pricing: $30.00 per 1M input tokens and $180.00 per 1M output tokens. Context window: 1,050,000 tokens.
How much does it cost per 1K tokens?
Per 1K tokens: Claude Haiku 3.5 costs $0.0008 input / $0.0040 output. GPT-5.4 Pro costs $0.0300 input / $0.1800 output. This is useful for calculating small-scale usage costs.
Which model supports a larger context window?
GPT-5.4 Pro offers 1,050,000 tokens (1.1M) versus 200K for Claude Haiku 3.5.
What is the estimated monthly cost for typical usage?
For a typical workload of 10M input + 2M output tokens per month: Claude Haiku 3.5 would cost approximately $16.00, while GPT-5.4 Pro would cost $660.00. Claude Haiku 3.5 is more economical for this usage pattern.
Do these models support prompt caching?
Claude Haiku 3.5 does not publish cached pricing. GPT-5.4 Pro does not publish cached pricing.
Which model is best for my use case?
Choose Claude Haiku 3.5 for cost-sensitive applications with high input volume. Choose GPT-5.4 Pro if you need 1.1M context for long documents or conversations. Consider prompt caching if you have repeated context. Use our token calculator to model your specific usage pattern.