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GPT-5.3 Chat vs GPT-5.5 Instant

GPT-5.3 Chat and GPT-5.5 Instant are closely matched at 29.6 and 32.4 on the LLM Stats Score. GPT-5.3 Chat is 2.3x cheaper per token.

OpenAI · OpenAI · Updated for 2026

Which is better?

GPT-5.3 Chat and GPT-5.5 Instant are closely matched on the overall LLM Stats Score at 29.6 and 32.4.

In the 2 individual benchmarks reported for both models, GPT-5.3 Chat wins 2; this is a narrower head-to-head signal than the composite indexes.

On price, GPT-5.3 Chat is roughly 2.3x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GPT-5.5 Instant also accepts a larger context window (400,000 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 GPT-5.3 Chat

  • you value its reported benchmark strengths — it wins 2 of 2 exact shared results
  • cost matters — it's about 2.3x cheaper per token

Choose GPT-5.5 Instant

  • you process long inputs — it offers a 400,000 token context window
  • you want the most recent training data — it shipped May 2026

At a glance

The differences that matter most.

Core performance indexes
29.6
#125
32.4
#104
Cost, coverage & limits
Benchmark wins
2 of 2
0 of 2
Input price
$1.75 / M
$5.00 / M
Output price
$14.00 / M
$30.00 / M
Context window
128,000
400,000

Individual benchmarks

2 reported for GPT-5.3 Chat · 9 for GPT-5.5 Instant

2 shared

GPT-5.3 Chat outperforms in 2 benchmarks (HealthBench, HealthBench Hard), while GPT-5.5 Instant is better at 0 benchmarks.

GPT-5.3 Chat significantly outperforms across most benchmarks.

Wed Sep 09 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

GPT-5.3 Chat costs less

For input processing, GPT-5.3 Chat ($1.75/1M tokens) is 2.9x cheaper than GPT-5.5 Instant ($5.00/1M tokens).

For output processing, GPT-5.3 Chat ($14.00/1M tokens) is 2.1x cheaper than GPT-5.5 Instant ($30.00/1M tokens).

In conclusion, GPT-5.5 Instant is more expensive than GPT-5.3 Chat.*

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

Lowest available price from all providers
Wed Sep 09 2026 • llm-stats.com
OpenAI
GPT-5.3 Chat
Input tokens$1.75
Output tokens$14.00
Best providerOpenAI
OpenAI
GPT-5.5 Instant
Input tokens$5.00
Output tokens$30.00
Best providerOpenAI
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

GPT-5.5 Instant accepts 400,000 input tokens compared to GPT-5.3 Chat's 128,000 tokens. GPT-5.5 Instant can generate longer responses up to 128,000 tokens, while GPT-5.3 Chat is limited to 16,384 tokens.

OpenAI
GPT-5.3 Chat
Input128,000 tokens
Output16,384 tokens
OpenAI
GPT-5.5 Instant
Input400,000 tokens
Output128,000 tokens
Wed Sep 09 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both GPT-5.3 Chat and GPT-5.5 Instant support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

GPT-5.3 Chat

Text
Images
Audio
Video

GPT-5.5 Instant

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.

GPT-5.3 Chat

Proprietary

Closed source

GPT-5.5 Instant

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-5.3 Chat was released on 2026-03-04, while GPT-5.5 Instant was released on 2026-05-05.

GPT-5.5 Instant is 2 months newer than GPT-5.3 Chat.

GPT-5.3 Chat

Mar 4, 2026

6 months ago

GPT-5.5 Instant

May 5, 2026

4 months ago

2mo newer

Knowledge Cutoff

When training data ends

Both models have the same knowledge cutoff date of 2025-08-31.

They should have similar awareness of historical events and information up to this date.

GPT-5.3 Chat

Aug 2025

GPT-5.5 Instant

Aug 2025

Provider Availability

GPT-5.3 Chat is available from OpenAI. GPT-5.5 Instant is available from OpenAI.

GPT-5.3 Chat

openai logo
OpenAI
Input Price:Input: $1.75/1MOutput Price:Output: $14.00/1M

GPT-5.5 Instant

openai logo
OpenAI
Input Price:Input: $5.00/1MOutput 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 GPT-5.3 Chat and GPT-5.5 Instant side-by-side, then vote on the output you prefer.

GPT-5.3 Chat
✓ Preferred
GPT-5.5 Instant
Open in Playground

FAQ

Common questions about GPT-5.3 Chat vs GPT-5.5 Instant.

Which is better, GPT-5.3 Chat or GPT-5.5 Instant?

GPT-5.3 Chat and GPT-5.5 Instant are closely matched on the LLM Stats Score at 29.6 and 32.4. GPT-5.3 Chat is made by OpenAI and GPT-5.5 Instant is made by OpenAI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does GPT-5.3 Chat compare to GPT-5.5 Instant in benchmarks?

GPT-5.3 Chat scores HealthBench: 54.1%, HealthBench Hard: 25.9%. GPT-5.5 Instant scores HealthBench Consensus: 94.7%, OmniDocBench 1.5: 87.5%, GPQA: 85.6%, CharXiv-R: 81.6%, AIME 2025: 81.2%.

Is GPT-5.3 Chat cheaper than GPT-5.5 Instant?

GPT-5.3 Chat is 2.9x cheaper for input tokens. GPT-5.3 Chat costs $1.75/M input and $14.00/M output via openai. GPT-5.5 Instant costs $5.00/M input and $30.00/M output via openai.

What are the context window sizes for GPT-5.3 Chat and GPT-5.5 Instant?

GPT-5.3 Chat supports 128K tokens and GPT-5.5 Instant supports 400K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GPT-5.3 Chat and GPT-5.5 Instant?

Key differences include LLM Stats Score (29.6 vs 32.4), context window (128K vs 400K), input pricing ($1.75 vs $5.00/M). See the full comparison above for benchmark-by-benchmark results.