Price Per TokenPrice Per Token
Minimax
Minimax
vs
Morph
Morph

MiniMax M2.5 vs Morph V3 Fast

A detailed comparison of pricing, benchmarks, and capabilities

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Key Takeaways

MiniMax M2.5 wins:

  • Cheaper input tokens
  • Larger context window
  • Faster response time
  • Higher intelligence benchmark
  • Better at coding

Morph V3 Fast wins:

  • No clear advantages in compared metrics
Price Advantage
MiniMax M2.5
Benchmark Advantage
MiniMax M2.5
Context Window
MiniMax M2.5
Speed
MiniMax M2.5

Pricing Comparison

Price Comparison

MetricMiniMax M2.5Morph V3 FastWinner
Input (per 1M tokens)$0.30$0.80 MiniMax M2.5
Output (per 1M tokens)$1.20$1.20Tie
Cache Read (per 1M)$30000.00N/A MiniMax M2.5
Using a 3:1 input/output ratio, MiniMax M2.5 is 42% cheaper overall.

MiniMax M2.5 Providers

Minimax $0.30 (Cheapest)
Novita $0.30 (Cheapest)

Morph V3 Fast Providers

Morph $0.80 (Cheapest)
Vercel $0.80 (Cheapest)

Benchmark Comparison

3
Benchmarks Compared
0
MiniMax M2.5 Wins
0
Morph V3 Fast Wins

Benchmark Scores

BenchmarkMiniMax M2.5Morph V3 FastWinner
Intelligence Index
Overall intelligence score
42.0--
Coding Index
Code generation & understanding
37.4--
GPQA
Graduate-level science
84.8--
MiniMax M2.5 significantly outperforms in coding benchmarks.

Cost vs Quality

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Context & Performance

Context Window

MiniMax M2.5
204,800
tokens
Max output: 131,072 tokens
Morph V3 Fast
81,920
tokens
Max output: 38,000 tokens
MiniMax M2.5 has a 60% larger context window.

Speed Performance

MetricMiniMax M2.5Morph V3 FastWinner
Tokens/second71.0 tok/sN/A
Time to First Token1.67sN/A

Capabilities

Feature Comparison

FeatureMiniMax M2.5Morph V3 Fast
Vision (Image Input)
Tool/Function Calls
Reasoning Mode
Audio Input
Audio Output
PDF Input
Prompt Caching
Web Search

License & Release

PropertyMiniMax M2.5Morph V3 Fast
LicenseProprietaryProprietary
AuthorMinimaxMorph
ReleasedFeb 2026Jul 2025

MiniMax M2.5 Modalities

Input
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Output
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Morph V3 Fast Modalities

Input
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Output
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Related Comparisons

Compare MiniMax M2.5 with:

Compare Morph V3 Fast with:

Frequently Asked Questions

MiniMax M2.5 has cheaper input pricing at $0.30/M tokens. MiniMax M2.5 has cheaper output pricing at $1.20/M tokens.
MiniMax M2.5 scores higher on coding benchmarks with a score of 37.4, compared to Morph V3 Fast's score of N/A.
MiniMax M2.5 has a 204,800 token context window, while Morph V3 Fast has a 81,920 token context window.
MiniMax M2.5 does not support vision. Morph V3 Fast does not support vision.