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GPT-5.6 Sol vs o3 Pro

Detailed technical comparison between GPT-5.6 Sol (OpenAI) and o3 Pro (OpenAI). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

⚡ Executive Summary & Verdict

Comparison Snapshot

GPT-5.6 Sol: 5 Winsvso3 Pro: 1 Win
Context Leader

GPT-5.6 Sol

1,050,000 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

GPT-5.6 Sol

$2.00 / MTok
OpenAIactive

GPT-5.6 Sol

GPT-5.6 Sol is an advanced artificial intelligence model engineered by OpenAI. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, GPT-5.6 Sol 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 Sol processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View GPT-5.6 Sol Full Specs →
OpenAIactive

o3 Pro

o3 Pro is an advanced artificial intelligence model engineered by OpenAI. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, o3 Pro represents a key architectural iteration in the OpenAI model family. First released in 2025-06-10, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 200,000 tokens (approximately 267 words), o3 Pro processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View o3 Pro Full Specs →

Technical Specifications

🏆 = Superior Spec
SpecificationGPT-5.6 Solo3 Pro
ProviderOpenAIOpenAI
Context Window1,050,000 tokens🏆200,000 tokens
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.)Stable GA (est.)
API AvailableYesYes
Released Date2026-07-092025-06-10

API Pricing Comparison

Input Price per Million Tokens

GPT-5.6 Sol

$2.00

o3 Pro

$20.00

Output Price per Million Tokens

GPT-5.6 Sol

$10.00

o3 Pro

$80.00

💡 Cost Ratio: GPT-5.6 Sol is 10.0x cheaper per input token than o3 Pro.

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 (0–100%)

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

MMLUGeneral knowledge & multi-task understanding
96.8%vs90.6%+6.2% GPT-5.6 Sol
GPT-5.6 Sol 🏆
o3 Pro
HumanEvalPython coding & logic synthesis
96.2%vs98.4%+2.2% o3 Pro
GPT-5.6 Sol
o3 Pro 🏆
MATHComplex mathematical problem solving
95.4%vs79.0%+16.4% GPT-5.6 Sol
GPT-5.6 Sol 🏆
o3 Pro
GPQAGraduate-level expert reasoning
87.9%vs57.4%+30.5% GPT-5.6 Sol
GPT-5.6 Sol 🏆
o3 Pro
HellaSwagCommonsense reasoning and inference
99.2%vs89.6%+9.6% GPT-5.6 Sol
GPT-5.6 Sol 🏆
o3 Pro
MT-BenchMulti-turn conversation flow quality
9.8%vs9.2%+0.6% GPT-5.6 Sol
GPT-5.6 Sol 🏆
o3 Pro

GPT-5.6 Sol Quirks & Gotchas

No developer gotchas reported.

o3 Pro Quirks & Gotchas

No developer gotchas reported.

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