Question 1

What is MiniMax M2.7 Highspeed?

Accepted Answer

MiniMax M2.7 Highspeed is a model from MiniMax, released on Mar 18, 2026. MiniMax-M2.7 is a next-generation large language model designed for autonomous, real-world productivity and continuous improvement. Built to actively participate in its own evolution, M2.7 integrates advanced agentic capabilities through multi-agent collaboration, enabling it to plan, execute, and refine complex tasks across dynamic environments. Trained for production-grade performance, M2.7 handles workflows such as live debugging, root cause analysis, financial modeling, and full document generation across Word, Excel, and PowerPoint. It delivers strong results on benchmarks including 56.2% on SWE-Pro and 57.0% on Terminal Bench 2, while achieving a 1495 ELO on GDPval-AA, setting a new standard for multi-agent systems operating in real-world digital workflows.

Question 2

How much does MiniMax M2.7 Highspeed cost?

Accepted Answer

On the Respan gateway, input starts at $0.30 per 1M tokens on EmpirioLabs, and output starts at $1.20 per 1M tokens on EmpirioLabs, after gateway discounts. Averaged across 3 providers, it costs $0.48 per 1M input tokens and $1.92 per 1M output tokens.

Question 3

Which providers serve MiniMax M2.7 Highspeed on Respan?

Accepted Answer

3 providers serve MiniMax M2.7 Highspeed: EmpirioLabs, Novita, and MiniMax.

Question 4

What is MiniMax M2.7 Highspeed's context window?

Accepted Answer

MiniMax M2.7 Highspeed accepts up to 205K tokens of context on its largest provider route.

Question 5

How do I use MiniMax M2.7 Highspeed with the Respan gateway?

Accepted Answer

Point any OpenAI-compatible SDK at https://api.respan.ai/api/ with your Respan API key and set the model to "minimax/MiniMax-M2.7-highspeed". To set it up with a coding agent, copy the agent setup prompt at the top of this page.

Question 6

How fast is MiniMax M2.7 Highspeed?

Accepted Answer

Over the last 30 days of requests through the Respan gateway, the fastest provider was Novita at 24 tokens per second, and the lowest response latency was 2.5 seconds on MiniMax. Speed varies with request size and provider.

Provider	Context	Input	Output
EmpirioLabs`empiriolabs/minimax-m2-7-highspeed`	200K	$0.30/M	$1.20/M
NovitaSave 10%`novita/minimax/minimax-m2.7-highspeed`	205K	$0.54/M	$2.16/M
MiniMax`minimax/MiniMax-M2.7-highspeed`	205K	$0.60/M	$2.40/M

MiniMax M2.7 Highspeed

Providers

Certified where it counts.

Pricing

Cost by volume

Throughput and latency

Output speed

Response latency

Apps