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 Results for other workloads are historical and no longer updated.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-M2.7. We suggest considering it instead.

For more information, see comparison of MiniMax-M2.7 to other models and API provider benchmarks for MiniMax-M2.7.

•

Open weights model

•

Released February 2026

MiniMax-M2.5 API Provider Benchmarking & Analysis

Model Comparison

This analysis is intended to support you in choosing the best API provider of MiniMax-M2.5 for your use-case.

Fastest

#1
FriendliAIFriendliAI
149.7 t/s
#2
NovitaNovita
91.7 t/s
#3
GMI FP8GMI FP8
89.7 t/s
#4
MiniMaxMiniMax
86.5 t/s
#5
DigitalOceanDigitalOcean
75.9 t/s

Output speed

Total 7 providers

Lowest Latency

#1
FriendliAIFriendliAI
13.95 s
#2
NovitaNovita
23.62 s
#3
GMI FP8GMI FP8
24.38 s
#4
MiniMaxMiniMax
24.68 s
#5
DigitalOceanDigitalOcean
27.46 s

Time to first answer token

Total 7 providers

Lowest Price

#1
DeepInfra (FP8)DeepInfra (FP8)
$0.17
#2
NovitaNovita
$0.20
#3
MiniMaxMiniMax
$0.20
#4
GMI FP8GMI FP8
$0.20
#5
Together AI (FP4)Together AI (FP4)
$0.22

Blended price (per 1M tokens)

Total 7 providers

MiniMax-M2.5 is available through 7 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 FriendliAI (149.7 t/s), Novita (91.7 t/s), and GMI FP8 (89.7 t/s). Speed varies significantly across providers, with a 609% difference between the fastest and slowest.
  • For latency, FriendliAI (13.95s), Novita (23.62s), and GMI FP8 (24.38s) offer the lowest time to first answer token.
  • For pricing, DeepInfra (FP8) (0.17), Novita (0.20), and MiniMax (0.20) offer the lowest blended prices per 1M tokens.
  • FriendliAI offers the best performance with both the highest speed and lowest latency. For cost optimization, DeepInfra (FP8) provides the most competitive pricing.

Highlights

Output tokens per second · Higher is better
Seconds to first answer token received · 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

Pricing: Cache Discount

1 - (cache hit price / input price) · Higher 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
Pareto line

Speed

Measured by Output Speed (tokens per second)

Output Speed: MiniMax-M2.5

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
--
92
1.83
29.08
21.80
MiniMax logoMiniMax
205k
Open
--
85
1.55
30.97
23.54
GMI logoGMI
197k
Open
--
89
2.09
30.19
22.48
Together AI logoTogether AI
197k
Open
--
--
--
--
--
DeepInfra logoDeepInfra
197k
Open
--
21
6.87
125.31
94.75
DigitalOcean logoDigitalOcean
197k
Open
--
76
1.08
34.05
26.38
FriendliAI logoFriendliAI
197k
Open
--
153
0.60
16.97
13.09

Frequently Asked Questions

Common questions about MiniMax-M2.5 providers