GPT-5.4 vs GPT-5.6 Terra
GPT-5.6 Terra leads the LLM Stats Score 50.8 to 42.2. GPT-5.6 Terra is 1.3x cheaper per token.
OpenAI · OpenAI · Updated for 2026
Which is better?
GPT-5.6 Terra leads the overall LLM Stats Score 50.8 to 42.2, ranking #15 overall.
In the 8 individual benchmarks reported for both models, GPT-5.6 Terra wins 6; this is a narrower head-to-head signal than the composite indexes.
On price, GPT-5.6 Terra is roughly 1.3x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
GPT-5.6 Terra also accepts a larger context window (1,050,000 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-5.4
- you want predictable pricing at $2.50/M input and $15.00/M output
Choose GPT-5.6 Terra
- overall performance matters — it scores 50.8 and ranks #15 on LLM Stats
- your work emphasizes reasoning and coding — it leads those capability indexes
- you value its reported benchmark strengths — it wins 6 of 8 exact shared results
- cost matters — it's about 1.3x cheaper per token
- you process long inputs — it offers a 1,050,000 token context window
- you want the most recent training data — it shipped Jul 2026
At a glance
The differences that matter most.
Capability indexes
Additional strengths measured across groups of related public benchmarks
Individual benchmarks
23 reported for GPT-5.4 · 45 for GPT-5.6 Terra
GPT-5.4 outperforms in 2 benchmarks (MMMU-Pro, Toolathlon), while GPT-5.6 Terra is better at 6 benchmarks (BrowseComp, DeepSWE 1.1, FrontierMath, GPQA, Graphwalks BFS >128k, SWE-Bench Pro).
GPT-5.6 Terra shows notably better performance in the majority of benchmarks.
Human preference
Blind head-to-head votes and playground preference scores
Pricing Analysis
Price comparison per million tokens
For input processing, GPT-5.4 ($2.50/1M tokens) is 1.3x more expensive than GPT-5.6 Terra ($2.00/1M tokens).
For output processing, GPT-5.4 ($15.00/1M tokens) is 1.3x more expensive than GPT-5.6 Terra ($12.00/1M tokens).
In conclusion, GPT-5.4 is more expensive than GPT-5.6 Terra.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
GPT-5.6 Terra accepts 1,050,000 input tokens compared to GPT-5.4's 1,000,000 tokens. Both models can generate responses up to 128,000 tokens.
Input capabilities
Documented input modalities across available providers
Both GPT-5.4 and GPT-5.6 Terra support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
GPT-5.4
GPT-5.6 Terra
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
GPT-5.4 was released on 2026-03-05, while GPT-5.6 Terra was released on 2026-07-09.
GPT-5.6 Terra is 4 months newer than GPT-5.4.
Mar 5, 2026
6 months ago
Jul 9, 2026
2 months ago
4mo newerKnowledge Cutoff
When training data ends
GPT-5.6 Terra has a documented knowledge cutoff of 2026-02-16, while GPT-5.4's cutoff date is not specified.
We can confirm GPT-5.6 Terra's training data extends to 2026-02-16, but cannot make a direct comparison without GPT-5.4's cutoff date.
—
Feb 2026
Provider Availability
GPT-5.4 is available from OpenAI. GPT-5.6 Terra is available from OpenAI.
GPT-5.4
GPT-5.6 Terra
Outputs Comparison
Judge for yourself.
Run your own prompts against GPT-5.4 and GPT-5.6 Terra side-by-side, then vote on the output you prefer.
FAQ
Common questions about GPT-5.4 vs GPT-5.6 Terra.