Model Comparison

Claude Opus 4.8 (Adaptive Reasoning, Max Effort)
vs. GPT-5.6 Terra (medium)

Comparing 2 AI models · 0 benchmarks · Anthropic, OpenAI

Recommended Pick

OpenAI logoGPT-5.6 Terra (medium)7 metric wins

Strongest on: Value, Input price, Output price

Best Value

OpenAI logo

GPT-5.6 Terra (medium)

100.0 value score

46.8 reasoning / $4.50/1M

Lowest Price

OpenAI logo

GPT-5.6 Terra (medium)

$2.00/1M input price

Best Reasoning

Anthropic logo

Claude Opus 4.8 (Adaptive Reasoning, Max Effort)

57.3 reasoning score

Blends available reasoning benchmarks

Best for Coding

Anthropic logo

Claude Opus 4.8 (Adaptive Reasoning, Max Effort)

74.3 coding index

Differences That Matter

Best value

GPT-5.6 Terra (medium) has the strongest quality-to-price mix at 100.0 out of 100 value points.

Price gap

GPT-5.6 Terra (medium) is 2.5x cheaper on input tokens than Claude Opus 4.8 (Adaptive Reasoning, Max Effort).

Speed gap

GPT-5.6 Terra (medium) generates about 1.8x as many tokens per second as Claude Opus 4.8 (Adaptive Reasoning, Max Effort).

Reasoning gap

Claude Opus 4.8 (Adaptive Reasoning, Max Effort) leads GPT-5.6 Terra (medium) by 10.5 points on reasoning.

Coding gap

Claude Opus 4.8 (Adaptive Reasoning, Max Effort) leads GPT-5.6 Terra (medium) by 9.6 points on coding.

Live compare

Response Face-Off

Run one prompt through the selected models and compare response quality with live speed and cost context.

Anthropic logo

Claude Opus 4.8 (Adaptive Reasoning, Max Effort)

Anthropic

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting
OpenAI logo

GPT-5.6 Terra (medium)

OpenAI

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting

Which answer was more useful?

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Full Comparison

Metric
Anthropic logoClaude Opus 4.8 (Adaptive Reasoning, Max Effort)
Anthropic
Top Pick
OpenAI logoGPT-5.6 Terra (medium)
OpenAI
Pricing per 1M tokens
Input Cost$5.00/1M$2.00/1M
Output Cost$25.00/1M$12.00/1M
Blended (3:1)$10.00/1M$4.50/1M
Specifications
OrganizationAnthropicOpenAI
Release DateMay 28, 2026Jul 9, 2026
Performance & Speed
Throughput61.1 tok/s110.5 tok/s
TTFT33430ms1860ms
Latency33430ms1860ms
Composite Indices
Value Score55.1100.0
Reasoning Score57.346.8
Intelligence57.346.8
Coding74.364.7

Key Takeaways

GPT-5.6 Terra (medium) offers the best value at $2.00/1M,making it ideal for high-volume applications and cost-conscious projects.

Claude Opus 4.8 (Adaptive Reasoning, Max Effort) has the strongest reasoning profile with a 57.3 reasoning score,combining the available reasoning-heavy benchmarks.

Claude Opus 4.8 (Adaptive Reasoning, Max Effort) reaches a 74.3 coding index,making it the top choice for software development and code generation tasks.

All models support context windows of ∞+ tokens,suitable for processing lengthy documents and maintaining extended conversations.

When to Choose Each Model

Anthropic logo

Claude Opus 4.8 (Adaptive Reasoning, Max Effort)

  • Complex reasoning tasks
  • Research & analysis
  • Code generation
  • Software development
OpenAI logo

GPT-5.6 Terra (medium)

  • Cost-sensitive applications
  • High-volume processing