Claude Haiku 4.5 vs GPT-5 Nano: Detailed Comparison
Choosing between Claude Haiku 4.5 (Anthropic) and
GPT-5 Nano (OpenAI) comes down to three things:
per-token pricing, context window, and which capability matters most for your workload.
Claude Haiku 4.5 costs $1.00/M input vs
$0.05/M for GPT-5 Nano;
context windows are 200K vs
400K tokens. Detailed breakdown below.
Side-by-side specs
| Spec | Claude Haiku 4.5 | GPT-5 Nano |
|---|
| Provider | Anthropic | OpenAI |
|---|
| Released | 2025-10-01 | 2025-08-07 |
|---|
| Input price |
$1.00/M |
$0.05/M |
| Output price |
$5.00/M |
$0.40/M |
| Cached input |
$0.1000/M |
$0.0050/M |
| Context window |
200K |
400K |
| Max output |
16K |
64K |
| Modalities |
text image |
text |
| Tokenizer |
claude-3 |
o200k_base |
Capability matrix
| Capability | Claude Haiku 4.5 | GPT-5 Nano |
|---|
| function calling |
Yes |
Yes |
| json mode |
Yes |
Yes |
| vision |
Yes |
No |
| streaming |
Yes |
Yes |
| tool use |
Yes |
No |
Per-call cost on typical workloads
| Workload (in/out tokens) | Claude Haiku 4.5 | GPT-5 Nano | Cheaper by |
|---|
| Standard chat (1K / 500) |
$0.003500 |
$0.000250 |
GPT-5 Nano by $0.003250 |
| RAG (4K / 500) |
$0.006500 |
$0.000400 |
GPT-5 Nano by $0.006100 |
| Long doc (20K / 1K) |
$0.025000 |
$0.001400 |
GPT-5 Nano by $0.023600 |
| Very long context (100K / 2K) |
$0.107500 |
$0.005600 |
GPT-5 Nano by $0.101900 |
When to choose Claude Haiku 4.5 over GPT-5 Nano
- Supports vision — GPT-5 Nano does not.
- Supports tool use — GPT-5 Nano does not.
When to choose GPT-5 Nano over Claude Haiku 4.5
- Per-token input cost is 95% lower than Claude Haiku 4.5.
- Larger context window (400K vs 200K).
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