MiniMax M2.7 Highspeed

Released
2026-03-18
Last refreshed
2026-10-17
Status
Researched 23d ago
Open sourceCommercial use: permittedCodingRAGAgentsLong contextClassificationJSON / Tool use
MiniMax releases · 10 in the last 12 months · this family litChangelog →
Specifications
Released
2026-03-18
Lifecycle
Scheduled retirement: November 18, 2026
Context
200K
Max output
128K
Parameters
230B (10B active)
Architecture
Decoder Only
Specialization
general
Openness
Open source
License
MITOSI-approvedPermitted
Weights
Unknown
Code
Unknown
Created by

Developing AI for gaming and entertainment.

Minhang, Shanghai, China
Founded 2021
Website
Pricing
Output / 1M
$2.40
Input / 1M
$0.600

Cheapest of 2 routes · Vercel AI Gateway · cache read $0.060

About

MiniMax M2.7 Highspeed is the inference-optimized variant of MiniMax M2.7, released simultaneously on March 18, 2026. It reaches 100 tokens per second output speed, about 66% faster than standard M2.7, while preserving identical intelligence and outputs through engine optimization rather than weight changes. It supports a 204,800-token context window, 131,072-token max output, function calling, structured output, and reasoning. API model ID: MiniMax-M2.7-highspeed.

Providers(2)

Compare all 2

Compare API pricing across 2 tracked provider routes for input and output tokens, batch, and cached reads when available.

ProviderInput / 1MOutput / 1MCacheRoute
Vercel AI Gateway$0.600$2.40read $0.060
Serverless
MiniMax---
ServerlessPartial

Capabilities

ReasoningJSON / Tool useStructured Outputs

Benchmark peer barsfor Coding

Benchmark scores(2)

Scores are benchmark-specific and are direction-aware: the same numeric gap can mean very different outcomes across suites. Use the leaderboard context and this model's provider route to decide whether the winning margin is meaningful for your workload.
BenchmarkScoreVersionEvaluationSource
87.4GPQA Diamond (accuracy%)Observed 2026-06-07—
56.2SWE-Pro (resolved%)Observed 2026-06-07—

Migration checks

No linked migration route is available for this model yet.