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GPT-5.6 Terra Pro vs MiniMax M3

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for GPT-5.6 Terra Pro and MiniMax M3.

OpenAI

GPT-5.6 Terra Pro

GPT-5.6 Terra Pro is the same underlying model as [GPT-5.6 Terra](https://openrouter.ai/openai/gpt-5.6-terra), served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks. Learn more in OpenAI's docs: https://developers.openai.com/api/docs/guides/reasoning#reasoning-mode

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MiniMax

MiniMax M3

MiniMax-M3 is a multimodal foundation model from MiniMax. It supports text, image, and video inputs with text output, a 1M-token context window, and is suited for long-horizon agentic work, coding,...

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Technical Specifications

SpecificationGPT-5.6 Terra ProMiniMax M3
ProviderOpenAIMiniMax
Context Window1,050,000 tokens1,048,576 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetabeta
API AvailableYesYes
Released Date2026-07-092026-05-31

API Pricing Comparison

Input Price per Million Tokens

GPT-5.6 Terra Pro

$2.50

MiniMax M3

$0.30

Output Price per Million Tokens

GPT-5.6 Terra Pro

$15.00

MiniMax M3

$1.20

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
N/Avs8400.0%
GPT-5.6 Terra Pro
MiniMax M3
HumanEvalPython coding & logic synthesis
N/Avs8350.0%
GPT-5.6 Terra Pro
MiniMax M3
MATHComplex mathematical problem solving
N/Avs6200.0%
GPT-5.6 Terra Pro
MiniMax M3
GPQAGraduate-level expert reasoning
N/Avs4250.0%
GPT-5.6 Terra Pro
MiniMax M3
HellaSwagCommonsense reasoning and inference
N/Avs8520.0%
GPT-5.6 Terra Pro
MiniMax M3
MT-BenchMulti-turn conversation flow quality
N/Avs888.0%
GPT-5.6 Terra Pro
MiniMax M3

GPT-5.6 Terra Pro Quirks & Gotchas

No developer gotchas reported.

MiniMax M3 Quirks & Gotchas

No developer gotchas reported.