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Claude Opus 5 (Fast) vs GPT-5.6 Terra Pro

Detailed technical comparison between Claude Opus 5 (Fast) (Anthropic) and GPT-5.6 Terra Pro (OpenAI). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

โšก Executive Summary & Verdict

Comparison Snapshot

Claude Opus 5 (Fast): 0 WinsvsGPT-5.6 Terra Pro: 6 Wins
Context Leader

GPT-5.6 Terra Pro

1,050,000 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

GPT-5.6 Terra Pro

$1.00 / MTok
Anthropicactive

Claude Opus 5 (Fast)

Claude Opus 5 (Fast) is an advanced artificial intelligence model engineered by Anthropic. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, Claude Opus 5 (Fast) represents a key architectural iteration in the Anthropic model family. First released in 2026-07-24, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 1,000,000 tokens (approximately 1,333 words), Claude Opus 5 (Fast) processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View Claude Opus 5 (Fast) Full Specs โ†’
OpenAIactive

GPT-5.6 Terra Pro

GPT-5.6 Terra Pro is an advanced artificial intelligence model engineered by OpenAI. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, GPT-5.6 Terra Pro represents a key architectural iteration in the OpenAI model family. First released in 2026-07-09, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 1,050,000 tokens (approximately 1,400 words), GPT-5.6 Terra Pro processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View GPT-5.6 Terra Pro Full Specs โ†’

Technical Specifications

๐Ÿ† = Superior Spec
SpecificationClaude Opus 5 (Fast)GPT-5.6 Terra Pro
ProviderAnthropicOpenAI
Context Window1,000,000 tokens1,050,000 tokens๐Ÿ†
Agent SuitabilityNot yet benchmarkedNot yet benchmarked
Time to First Token (TTFT)No public TTFT dataNo public TTFT data
Deployment Modelmanaged apimanaged api
Production StabilityBeta Access (est.)Beta Access (est.)
API AvailableYesYes
Released Date2026-07-242026-07-09

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 5 (Fast)

$10.00

GPT-5.6 Terra Pro

$1.00

Output Price per Million Tokens

Claude Opus 5 (Fast)

$50.00

GPT-5.6 Terra Pro

$6.00

๐Ÿ’ก Cost Ratio: GPT-5.6 Terra Pro is 10.0x cheaper per input token than Claude Opus 5 (Fast).

Want to test both models live?

Run side-by-side prompt benchmarks in our dynamic multi-model Sandbox. Compare execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Standardized Scores (0โ€“100%)

Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.

MMLUGeneral knowledge & multi-task understanding
81.0%vs90.8%+9.8% GPT-5.6 Terra Pro
Claude Opus 5 (Fast)
GPT-5.6 Terra Pro ๐Ÿ†
HumanEvalPython coding & logic synthesis
79.2%vs92.0%+12.8% GPT-5.6 Terra Pro
Claude Opus 5 (Fast)
GPT-5.6 Terra Pro ๐Ÿ†
MATHComplex mathematical problem solving
56.4%vs79.2%+22.8% GPT-5.6 Terra Pro
Claude Opus 5 (Fast)
GPT-5.6 Terra Pro ๐Ÿ†
GPQAGraduate-level expert reasoning
38.4%vs57.6%+19.2% GPT-5.6 Terra Pro
Claude Opus 5 (Fast)
GPT-5.6 Terra Pro ๐Ÿ†
HellaSwagCommonsense reasoning and inference
80.6%vs89.8%+9.2% GPT-5.6 Terra Pro
Claude Opus 5 (Fast)
GPT-5.6 Terra Pro ๐Ÿ†
MT-BenchMulti-turn conversation flow quality
8.7%vs9.2%+0.6% GPT-5.6 Terra Pro
Claude Opus 5 (Fast)
GPT-5.6 Terra Pro ๐Ÿ†

Claude Opus 5 (Fast) Quirks & Gotchas

No developer gotchas reported.

GPT-5.6 Terra Pro Quirks & Gotchas

No developer gotchas reported.

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