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Claude Sonnet 5.5 vs GPT-6.1 Terra

Claude Sonnet 5.5 leads the LLM Stats Score 57.9 to 47.5. GPT-6.1 Terra is 2.0x cheaper per token.

Anthropic · OpenAI · Updated for 2026

Which is better?

Claude Sonnet 5.5 leads the overall LLM Stats Score 57.9 to 47.5, ranking #3 overall.

In the 4 individual benchmarks reported for both models, Claude Sonnet 5.5 wins 4; this is a narrower head-to-head signal than the composite indexes.

On price, GPT-6.1 Terra is roughly 2.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GPT-6.1 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 Claude Sonnet 5.5

  • overall performance matters — it scores 57.9 and ranks #3 on LLM Stats
  • you value its reported benchmark strengths — it wins 4 of 4 exact shared results

Choose GPT-6.1 Terra

  • cost matters — it's about 2.0x 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 Oct 2026

At a glance

The differences that matter most.

Core performance indexes
57.9
#3
47.5
#36
56.2
#2
49.0
#19
48.5
#2
37.1
#30
43.8
#4
38.8
#12
Cost, coverage & limits
Benchmark wins
4 of 4
0 of 4
Input price
$2.00 / M
$1.00 / M
Output price
$10.00 / M
$5.00 / M
Context window
1,000,000
1,050,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Claude Sonnet 5.5
GPT-6.1 Terra
36.2#2
33.3#5
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

47 reported for Claude Sonnet 5.5 · 8 for GPT-6.1 Terra

4 shared

Claude Sonnet 5.5 outperforms in 4 benchmarks (HealthBench, HealthBench Professional, Terminal-Bench 4.0, Terminal-Bench-Science 0.1), while GPT-6.1 Terra is better at 0 benchmarks.

Claude Sonnet 5.5 significantly outperforms across most benchmarks.

Thu Oct 29 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

GPT-6.1 Terra costs less

For input processing, Claude Sonnet 5.5 ($2.00/1M tokens) is 2.0x more expensive than GPT-6.1 Terra ($1.00/1M tokens).

For output processing, Claude Sonnet 5.5 ($10.00/1M tokens) is 2.0x more expensive than GPT-6.1 Terra ($5.00/1M tokens).

In conclusion, Claude Sonnet 5.5 is more expensive than GPT-6.1 Terra.*

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

Lowest available price from all providers
Thu Oct 29 2026 • llm-stats.com
Anthropic
Claude Sonnet 5.5
Input tokens$2.00
Output tokens$10.00
Best providerAnthropic
OpenAI
GPT-6.1 Terra
Input tokens$1.00
Output tokens$5.00
Best providerOpenAI
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

GPT-6.1 Terra accepts 1,050,000 input tokens compared to Claude Sonnet 5.5's 1,000,000 tokens. Both models can generate responses up to 128,000 tokens.

Anthropic
Claude Sonnet 5.5
Input1,000,000 tokens
Output128,000 tokens
OpenAI
GPT-6.1 Terra
Input1,050,000 tokens
Output128,000 tokens
Thu Oct 29 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Claude Sonnet 5.5 and GPT-6.1 Terra support multimodal inputs.

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

Claude Sonnet 5.5

Text
Images
Audio
Video

GPT-6.1 Terra

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 Sonnet 5.5

Proprietary

Closed source

GPT-6.1 Terra

Proprietary

Closed source

Release Timeline

When each model was launched

Claude Sonnet 5.5 was released on 2026-09-28, while GPT-6.1 Terra was released on 2026-10-26.

GPT-6.1 Terra is 1 month newer than Claude Sonnet 5.5.

Claude Sonnet 5.5

Sep 28, 2026

3 weeks ago

GPT-6.1 Terra

Oct 26, 2026

-1 days ago

4w newer

Knowledge Cutoff

When training data ends

Both models have the same knowledge cutoff date of 2026-06-01.

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

Claude Sonnet 5.5

Jun 2026

GPT-6.1 Terra

Jun 2026

Provider Availability

Claude Sonnet 5.5 is available from Anthropic. GPT-6.1 Terra is available from OpenAI.

Claude Sonnet 5.5

anthropic logo
Anthropic
Input Price:Input: $2.00/1MOutput Price:Output: $10.00/1M

GPT-6.1 Terra

openai logo
OpenAI
Input Price:Input: $1.00/1MOutput Price:Output: $5.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Claude Sonnet 5.5 and GPT-6.1 Terra side-by-side, then vote on the output you prefer.

Claude Sonnet 5.5
✓ Preferred
GPT-6.1 Terra
Open in Playground

FAQ

Common questions about Claude Sonnet 5.5 vs GPT-6.1 Terra.

Which is better, Claude Sonnet 5.5 or GPT-6.1 Terra?

Claude Sonnet 5.5 leads the LLM Stats Score 57.9 to 47.5. Claude Sonnet 5.5 is made by Anthropic and GPT-6.1 Terra 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 Sonnet 5.5 compare to GPT-6.1 Terra in benchmarks?

Claude Sonnet 5.5 scores BenchCAD (with Python tool): 96.3%, ArXivMath (with tools): 95.2%, Global-MMLU: 92.1%, MILU: 91.6%, SWE-bench Multilingual: 90.3%. GPT-6.1 Terra scores HealthBench Consensus: 95.1%, HealthBench Professional: 62.7%, Agents' Last Exam: 60.0%, Terminal-Bench-Science 0.1: 58.3%, MentalHealthBench: 55.5%.

Is Claude Sonnet 5.5 cheaper than GPT-6.1 Terra?

GPT-6.1 Terra is 2.0x cheaper for input tokens. Claude Sonnet 5.5 costs $2.00/M input and $10.00/M output via anthropic. GPT-6.1 Terra costs $1.00/M input and $5.00/M output via openai.

What are the context window sizes for Claude Sonnet 5.5 and GPT-6.1 Terra?

Claude Sonnet 5.5 supports 1.0M tokens and GPT-6.1 Terra supports 1.1M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Claude Sonnet 5.5 and GPT-6.1 Terra?

Key differences include LLM Stats Score (57.9 vs 47.5), context window (1.0M vs 1.1M), input pricing ($2.00 vs $1.00/M). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude Sonnet 5.5 and GPT-6.1 Terra?

Claude Sonnet 5.5 is developed by Anthropic and GPT-6.1 Terra is developed by OpenAI.