Claude Haiku 5.5 vs GPT-4.1 nano
Claude Haiku 5.5 leads the LLM Stats Score 50.0 to 1.6. GPT-4.1 nano is 1.1x cheaper per token.
Anthropic · OpenAI · Updated for 2026
Which is better?
Claude Haiku 5.5 leads the overall LLM Stats Score 50.0 to 1.6, ranking #19 overall.
On price, GPT-4.1 nano is roughly 1.1x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
GPT-4.1 nano also accepts a larger context window (1,047,576 input tokens), making it the stronger choice for long documents and large codebases.
Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.
Choose Claude Haiku 5.5
- overall performance matters — it scores 50.0 and ranks #19 on LLM Stats
- your work emphasizes reasoning and coding — it leads those capability indexes
- you want the most recent training data — it shipped Oct 2026
Choose GPT-4.1 nano
- cost matters — it's about 1.1x cheaper per token
- you process long inputs — it offers a 1,047,576 token context window
At a glance
The differences that matter most.
Capability indexes
Additional strengths measured across groups of related public benchmarks
Individual benchmarks
36 reported for Claude Haiku 5.5 · 24 for GPT-4.1 nano
Claude Haiku 5.5 and GPT-4.1 nanodon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.
Human preference
Blind head-to-head votes and playground preference scores
Pricing Analysis
Price comparison per million tokens
For input processing, Claude Haiku 5.5 ($0.10/1M tokens) costs the same as GPT-4.1 nano ($0.10/1M tokens).
For output processing, Claude Haiku 5.5 ($0.50/1M tokens) is 1.3x more expensive than GPT-4.1 nano ($0.40/1M tokens).
In conclusion, Claude Haiku 5.5 is more expensive than GPT-4.1 nano.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
GPT-4.1 nano accepts 1,047,576 input tokens compared to Claude Haiku 5.5's 1,000,000 tokens. Claude Haiku 5.5 can generate longer responses up to 128,000 tokens, while GPT-4.1 nano is limited to 32,768 tokens.
Input capabilities
Documented input modalities across available providers
Both Claude Haiku 5.5 and GPT-4.1 nano support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
Claude Haiku 5.5
GPT-4.1 nano
License
Usage and distribution terms
Both models are licensed under proprietary licenses.
Both models have usage restrictions defined by their respective organizations.
Proprietary
Closed source
Proprietary
Closed source
Release Timeline
When each model was launched
Claude Haiku 5.5 was released on 2026-10-07, while GPT-4.1 nano was released on 2025-04-14.
Claude Haiku 5.5 is 18 months newer than GPT-4.1 nano.
Oct 7, 2026
0 days ago
1.5yr newerApr 14, 2025
1.5 years ago
Knowledge Cutoff
When training data ends
Claude Haiku 5.5 has a knowledge cutoff of 2026-06-01, while GPT-4.1 nano has a cutoff of 2024-05-31.
Claude Haiku 5.5 has more recent training data (up to 2026-06-01), making it potentially better informed about events through that date compared to GPT-4.1 nano (2024-05-31).
Jun 2026
2.1 yr newerMay 2024
Provider Availability
Claude Haiku 5.5 is available from Anthropic. GPT-4.1 nano is available from OpenAI.
Claude Haiku 5.5
GPT-4.1 nano
Outputs Comparison
Judge for yourself.
Run your own prompts against Claude Haiku 5.5 and GPT-4.1 nano side-by-side, then vote on the output you prefer.
FAQ
Common questions about Claude Haiku 5.5 vs GPT-4.1 nano.