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Claude 3 Haiku vs GPT-4 Turbo

GPT-4 Turbo leads the LLM Stats Score 9.2 to -1.2. Claude 3 Haiku is 30.0x cheaper per token.

Anthropic · OpenAI · Updated for 2026

Which is better?

GPT-4 Turbo leads the overall LLM Stats Score 9.2 to -1.2, ranking #260 overall.

In the 6 individual benchmarks reported for both models, GPT-4 Turbo wins 6; this is a narrower head-to-head signal than the composite indexes.

On price, Claude 3 Haiku is roughly 30.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Claude 3 Haiku also accepts a larger context window (200,000 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 3 Haiku

  • cost matters — it's about 30.0x cheaper per token
  • you process long inputs — it offers a 200,000 token context window

Choose GPT-4 Turbo

  • overall performance matters — it scores 9.2 and ranks #260 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 6 of 6 exact shared results
  • you want the most recent training data — it shipped Apr 2024

At a glance

The differences that matter most.

Core performance indexes
-1.2
#322
9.2
#260
-1.3
#314
9.3
#252
0.7
#229
7.3
#178
Cost, coverage & limits
Benchmark wins
0 of 6
6 of 6
Input price
$0.25 / M
$10.00 / M
Output price
$1.25 / M
$30.00 / M
Context window
200,000
128,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Claude 3 Haiku
GPT-4 Turbo
4.7#272
17.4#188
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

10 reported for Claude 3 Haiku · 6 for GPT-4 Turbo

6 shared

Claude 3 Haiku outperforms in 0 benchmarks, while GPT-4 Turbo is better at 6 benchmarks (DROP, GPQA, HumanEval, MATH, MGSM, MMLU).

GPT-4 Turbo significantly outperforms across most benchmarks.

Thu Sep 03 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Claude 3 Haiku costs less

For input processing, Claude 3 Haiku ($0.25/1M tokens) is 40.0x cheaper than GPT-4 Turbo ($10.00/1M tokens).

For output processing, Claude 3 Haiku ($1.25/1M tokens) is 24.0x cheaper than GPT-4 Turbo ($30.00/1M tokens).

In conclusion, GPT-4 Turbo is more expensive than Claude 3 Haiku.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Thu Sep 03 2026 • llm-stats.com
Anthropic
Claude 3 Haiku
Input tokens$0.25
Output tokens$1.25
Best providerAnthropic
OpenAI
GPT-4 Turbo
Input tokens$10.00
Output tokens$30.00
Best providerAzure
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Claude 3 Haiku accepts 200,000 input tokens compared to GPT-4 Turbo's 128,000 tokens. Claude 3 Haiku can generate longer responses up to 200,000 tokens, while GPT-4 Turbo is limited to 4,096 tokens.

Anthropic
Claude 3 Haiku
Input200,000 tokens
Output200,000 tokens
OpenAI
GPT-4 Turbo
Input128,000 tokens
Output4,096 tokens
Thu Sep 03 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Claude 3 Haiku supports multimodal inputs, whereas GPT-4 Turbo does not.

Claude 3 Haiku can handle both text and other forms of data like images, making it suitable for multimodal applications.

Claude 3 Haiku

Text
Images
Audio
Video

GPT-4 Turbo

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

Claude 3 Haiku

Proprietary

Closed source

GPT-4 Turbo

Proprietary

Closed source

Release Timeline

When each model was launched

Claude 3 Haiku was released on 2024-03-13, while GPT-4 Turbo was released on 2024-04-09.

GPT-4 Turbo is 1 month newer than Claude 3 Haiku.

Claude 3 Haiku

Mar 13, 2024

2.5 years ago

GPT-4 Turbo

Apr 9, 2024

2.4 years ago

3w newer

Knowledge Cutoff

When training data ends

GPT-4 Turbo has a documented knowledge cutoff of 2023-12-31, while Claude 3 Haiku's cutoff date is not specified.

We can confirm GPT-4 Turbo's training data extends to 2023-12-31, but cannot make a direct comparison without Claude 3 Haiku's cutoff date.

Claude 3 Haiku

GPT-4 Turbo

Dec 2023

Provider Availability

Claude 3 Haiku is available from Anthropic, Bedrock, Google. GPT-4 Turbo is available from Azure, OpenAI.

Claude 3 Haiku

anthropic logo
Anthropic
Input Price:Input: $0.25/1MOutput Price:Output: $1.25/1M
bedrock logo
AWS Bedrock
Input Price:Input: $0.25/1MOutput Price:Output: $1.25/1M
google logo
Google
Input Price:Input: $0.25/1MOutput Price:Output: $1.25/1M

GPT-4 Turbo

azure logo
Azure
Input Price:Input: $10.00/1MOutput Price:Output: $30.00/1M
openai logo
OpenAI
Input Price:Input: $10.00/1MOutput Price:Output: $30.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against Claude 3 Haiku and GPT-4 Turbo side-by-side, then vote on the output you prefer.

Claude 3 Haiku
✓ Preferred
GPT-4 Turbo
Open in Playground

FAQ

Common questions about Claude 3 Haiku vs GPT-4 Turbo.

Which is better, Claude 3 Haiku or GPT-4 Turbo?

GPT-4 Turbo leads the LLM Stats Score 9.2 to -1.2. Claude 3 Haiku is made by Anthropic and GPT-4 Turbo is made by OpenAI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Claude 3 Haiku compare to GPT-4 Turbo in benchmarks?

Claude 3 Haiku scores ARC-C: 89.2%, GSM8k: 88.9%, HellaSwag: 85.9%, DROP: 78.4%, HumanEval: 75.9%. GPT-4 Turbo scores MGSM: 88.5%, HumanEval: 87.1%, MMLU: 86.5%, DROP: 86.0%, MATH: 72.6%.

Is Claude 3 Haiku cheaper than GPT-4 Turbo?

Claude 3 Haiku is 40.0x cheaper for input tokens. Claude 3 Haiku costs $0.25/M input and $1.25/M output via anthropic. GPT-4 Turbo costs $10.00/M input and $30.00/M output via azure.

What are the context window sizes for Claude 3 Haiku and GPT-4 Turbo?

Claude 3 Haiku supports 200K tokens and GPT-4 Turbo supports 128K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Claude 3 Haiku and GPT-4 Turbo?

Key differences include LLM Stats Score (-1.2 vs 9.2), context window (200K vs 128K), input pricing ($0.25 vs $10.00/M), multimodal support (yes vs no). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude 3 Haiku and GPT-4 Turbo?

Claude 3 Haiku is developed by Anthropic and GPT-4 Turbo is developed by OpenAI.