This model is deprecated. We only continue performance benchmarking for the default 10k input token workload. Results for other workloads are historical and no longer updated.

MiniMax has launched a newer model, MiniMax-M2.1. We suggest considering it instead.

For more information, see comparison of MiniMax-M2.1 to other models and API provider benchmarks for MiniMax-M2.1.

Open weights model

Released October 2025

MiniMax-M2 API Provider Benchmarking & Analysis

Model Comparison

This analysis is intended to support you in choosing the best API provider of MiniMax-M2 for your use-case.

Fastest

#1
Google VertexGoogle Vertex
142.5 t/s
#2
AmazonAmazon
112.3 t/s
#3
MiniMaxMiniMax
90.8 t/s
#4
NovitaNovita
81.1 t/s

Output speed

Total 4 providers

Lowest Latency

#1
Google VertexGoogle Vertex
14.64 s
#2
AmazonAmazon
18.95 s
#3
MiniMaxMiniMax
23.71 s
#4
NovitaNovita
26.74 s

Time to first answer token

Total 4 providers

Lowest Price

#1
NovitaNovita
$0.39
#2
AmazonAmazon
$0.39
#3
MiniMaxMiniMax
$0.39
#4
Google VertexGoogle Vertex
$0.39

Blended price (per 1M tokens)

Total 4 providers

MiniMax-M2 is available through 4 API providers, each offering different performance characteristics and pricing. Below is a comparison of the key metrics across providers.

  • For output speed, the top providers are Google Vertex (142.5 t/s), Amazon (112.3 t/s), and MiniMax (90.8 t/s). Speed varies significantly across providers, with a 76% difference between the fastest and slowest.
  • For latency, Google Vertex (14.64s), Amazon (18.95s), and MiniMax (23.71s) offer the lowest time to first answer token.
  • For pricing, Novita (0.39), Amazon (0.39), and MiniMax (0.39) offer the lowest blended prices per 1M tokens.
  • Google Vertex offers the best performance with both the highest speed and lowest latency. For cost optimization, Novita provides the most competitive pricing.

Highlights

Output tokens per second · Higher is better
Seconds · Lower is better
USD per 1M tokens (blended) · Lower is better

Pricing

Pricing: Cache Hit, Input, and Output

Price (USD per M Tokens) · Lower is better · 10,000 input tokens

Pricing: Blended Price

Blended at 7:2:1 (cache-input-output) · USD per 1M tokens (blended) · Lower is better

Output Speed vs. Price

Blended at 7:2:1 (cache-input-output) · Output speed: output tokens per second · USD per 1M tokens (blended)
Most attractive quadrant

Speed

Measured by Output Speed (tokens per second)

Output Speed: MiniMax-M2

Output speed: output tokens per second · 10,000 input tokens

Latency vs. Output Speed

Latency: seconds to first token received · Output speed: output tokens per second · 10,000 input tokens
Most attractive quadrant

Latency

Measured by Time (seconds) to First Token

Time to First Answer Token

Seconds to first token received · Lower is better · 10,000 input tokens

End-to-End Response Time

Seconds to output 500 tokens, calculated based on time to first token, 'thinking' time for reasoning models, and output speed

End-to-End Response Time

Seconds to output 500 tokens, including reasoning model 'thinking' time · Lower is better · 10,000 input tokens

Key Comparison Metrics & API Features

Novita logoNovita
205k
Open
--
84
2.14
31.99
23.89
Amazon Bedrock logoAmazon Bedrock
205k
Open
--
103
1.11
25.28
19.33
MiniMax logoMiniMax
205k
Open
--
95
1.74
28.14
21.12
Google logoGoogle
197k
Open
--
140
0.62
18.51
14.32

Frequently Asked Questions

Common questions about MiniMax-M2 providers